Publications
2026
Book Chapters
- Vishnu Naresh Boddeti "Homomorphic Encryption for Biometric Template Protection", Handbook of Biometric Template Protection: Motivation, Methods and Metrics 2026
[BibTeX]
BibTeX Citation
@incollection{boddeti2026homomorphic, author = {\emph{\underline{Vishnu Naresh Boddeti}}}, title = "Homomorphic Encryption for Biometric Template Protection", editor = "Krivoku{\'{c}}a Hahn, Vedrana and Gomez-Barrero, Marta and Ross, Arun and Marcel, S{\'e}bastien", booktitle = "Handbook of Biometric Template Protection: Motivation, Methods and Metrics", publisher = "Springer Nature Singapore", year = {2026}, pages = "133--170", keywords = {Homomorphic Encryption, Secure Biometrics} }
Preprints
- Jianhang Xie and Sicheng Tan and Vishnu Naresh Boddeti and Zhichao Lu "ATLAS: Automated Approximation of Transformers for Efficient Homomorphic Inference in One Hour", arXiv:2607.23478 2026
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{xie2026atlas, title={ATLAS: Automated Approximation of Transformers for Efficient Homomorphic Inference in One Hour}, author={Jianhang Xie and Sicheng Tan and \emph{\underline{Vishnu Naresh Boddeti}} and Zhichao Lu}, year={2026}, journal={arXiv:2607.23478}, url={https://arxiv.org/abs/2607.23478}, keywords = {Homomorphic Encryption, Architecture Search}, code = {https://github.com/jianhayes/ATLAS}, }
Journals
- Doga Dikbayir and Abdel Alsnayyan and Vishnu Naresh Boddeti and Shanker Balasubramaniam and Hasan Metin Aktulga "A data-driven framework for fast three dimensional shape reconstruction from phaseless acoustic scattering data", Inverse Problems 2026
[Paper] / [BibTeX]
BibTeX Citation
@article{dikbayir2026deep, title = {A data-driven framework for fast three dimensional shape reconstruction from phaseless acoustic scattering data}, author={Doga Dikbayir and Abdel Alsnayyan and \emph{\underline{Vishnu Naresh Boddeti}} and Shanker Balasubramaniam and Hasan Metin Aktulga}, journal = {Inverse Problems}, year={2026}, month = apr, volume = {42}, number = {4}, pages = {045016}, url = {https://doi.org/10.1088/1361-6420/ae537e}, keywords = {AI for Engineering} } - Gautam Sreekumar and Vishnu Naresh Boddeti "InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning", Transactions on Machine Learning Research (TMLR) 2026
[Paper] / [BibTeX]
BibTeX Citation
@article{sreekumar2026inphyre, title={InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning}, author={Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={Transactions on Machine Learning Research (TMLR)}, year={2026}, url={https://arxiv.org/abs/2509.12263}, keywords={Reasoning} } - Ehsan Naghavi and Haifeng Wang and Vahid Ziaei Rad and Julius Guccione and Ghassan Kassab and Vishnu Naresh Boddeti and Seungik Baek and Lik-Chuan Lee "Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning", npj Digital Medicine 2026
[Paper] / [BibTeX]
BibTeX Citation
@article{naghavi2026rapid, title={Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning}, author={Ehsan Naghavi and Haifeng Wang and Vahid Ziaei Rad and Julius Guccione and Ghassan Kassab and \emph{\underline{Vishnu Naresh Boddeti}} and Seungik Baek and Lik-Chuan Lee}, journal={npj Digital Medicine}, year={2026}, url={https://arxiv.org/abs/2506.08987}, keywords = {AI for Engineering, Healthcare} }
Conferences
- Mashrur Morshed and Vishnu Naresh Boddeti "Compositional Generative Modeling from Decentralized Data", International Conference on Machine Learning (ICML) 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{morshed2026compositional, title={Compositional Generative Modeling from Decentralized Data}, author={Mashrur Morshed and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={International Conference on Machine Learning (ICML)}, year={2026}, note = {(Acceptance Rate: 26.6\%)}, keywords={Generative Models}, url={https://arxiv.org/abs/2606.10153} } - Sepehr Dehdashtian and Jacob Seidman and Vishnu Naresh Boddeti and Gaurav Bharaj "FoeGlass: When Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors", International Conference on Machine Learning (ICML) 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{dehdashtian2026foeglass, title={FoeGlass: When Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors}, author={Sepehr Dehdashtian and Jacob Seidman and \emph{\underline{Vishnu Naresh Boddeti}} and Gaurav Bharaj}, booktitle={International Conference on Machine Learning (ICML)}, year={2026}, note = {(Acceptance Rate: 26.6\%)}, keywords={Deepfake, Red Teaming}, url={https://arxiv.org/abs/2606.05101} } - Wei Ao and Lan Wang and Vishnu Naresh Boddeti "QSVideo: Query-Conditioned Semantic Temporal Retrieval for Video Understanding", European Conference on Computer Vision (ECCV) 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{ao2026qsvideo, title={QSVideo: Query-Conditioned Semantic Temporal Retrieval for Video Understanding}, author={Wei Ao and Lan Wang and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={European Conference on Computer Vision (ECCV)}, year={2026}, note = {(Acceptance Rate: 27.53\%)}, keywords = {Efficient Architectures, Video}, url={https://arxiv.org/abs/2607.04559} } - Yujiang Pu and Zhanbo Huang and Vishnu Naresh Boddeti and Yu Kong "Show Me A Step: Generating Instructional Videos with Diffusion Models", Winter Conference on Applications of Computer Vision (WACV) 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{pu2026showmeastep, title={Show Me A Step: Generating Instructional Videos with Diffusion Models}, author={Yujiang Pu and Zhanbo Huang and \emph{\underline{Vishnu Naresh Boddeti}} and Yu Kong}, booktitle={Winter Conference on Applications of Computer Vision (WACV)}, year={2026}, keywords={Generative Models, Video}, note = {(Acceptance Rate: 33.7\%)}, url={https://yujiangpu20.github.io/showme/} }
Workshops
- Gautam Sreekumar and Vishnu Naresh Boddeti "InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning", CVPR Workshop on Multimodal Algorithmic Reasoning (CVPRW) 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{sreekumar2026inphyrew, title={InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning}, author={Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={CVPR Workshop on Multimodal Algorithmic Reasoning (CVPRW)}, year={2026}, keywords={Reasoning}, url={https://arxiv.org/abs/2509.12263} } - Sepehr Dehdashtian and Mashrur M Morshed and Milad Afshari and Jacob H Seidman and Vishnu Naresh Boddeti "LatentCompass: T2I Diffusion Steering via Orthogonal Attribute Spaces for Debiasing, Concept Erasure, and Red Teaming", Mechanistic Interpretability Workshop at ICML 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{dehdashtian20262026latent, title={LatentCompass: T2I Diffusion Steering via Orthogonal Attribute Spaces for Debiasing, Concept Erasure, and Red Teaming}, author={Sepehr Dehdashtian and Mashrur M Morshed and Milad Afshari and Jacob H Seidman and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Mechanistic Interpretability Workshop at ICML}, year={2026}, keywords={Deepfake, Red Teaming, Concept Erasure, Debiasing}, url={https://openreview.net/forum?id=Sr413m9z1v} } - Xuyang Li and Mahdi Masmoudi and Rami Gharbi and Nizar Lajnef and Vishnu Naresh Boddeti and John Harlim and Romit Maulik "Neural-VSI: Variational System Identification of Structural Parameter Fields in High-Order PDEs", Workshop on AI & PDE at ICLR 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{li2026neural, title={Neural-VSI: Variational System Identification of Structural Parameter Fields in High-Order PDEs}, author={Xuyang Li and Mahdi Masmoudi and Rami Gharbi and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}} and John Harlim and Romit Maulik}, booktitle={Workshop on {AI \& PDE} at ICLR}, year={2026}, keywords = {AI for Engineering}, url={https://hal.cse.msu.edu/papers/neural-vsi-variational-system-identification-structural-parameter-estimation/} } - Mahdi Masmoudi and Xuyang Li and Rami Gharbi and Nizar Lajnef and Vishnu Naresh Boddeti "UNED: One-shot Uncertainty-aware Neural Experimental Design for Transient PDEs", Workshop on AI & PDE at ICLR 2026
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{masmoudi2026uned, title={UNED: One-shot Uncertainty-aware Neural Experimental Design for Transient PDEs}, author={Mahdi Masmoudi and Xuyang Li and Rami Gharbi and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Workshop on {AI \& PDE} at ICLR}, year={2026}, keywords = {AI for Engineering}, url={https://hal.cse.msu.edu/papers/uned-uncertainty-aware-neural-experimental-design-transient-pde/} }
2025
Journals
- Ramin Akbari and Luke Sperling and Nalini Ratha and Arun Ross and Vishnu Naresh Boddeti "Homomorphically Encrypted Biometric Template Fusion and Matching", IEEE Transactions on Biometrics, Behavior, and Identity Science 2025
[Paper] / [BibTeX]
BibTeX Citation
@article{akbari2025homomorphically, title={Homomorphically Encrypted Biometric Template Fusion and Matching}, author={Ramin Akbari and Luke Sperling and Nalini Ratha and Arun Ross and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={IEEE Transactions on Biometrics, Behavior, and Identity Science}, year={2025}, keywords = {Secure Biometrics, Homomorphic Encryption}, url={https://ieeexplore.ieee.org/document/11111688} } - Gautam Sreekumar and Vishnu Naresh Boddeti "Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift", Transactions on Machine Learning Research (TMLR) 2025
[Paper] / [BibTeX]
BibTeX Citation
@article{sreekumar2025incorporating, title={Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift}, author={Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2025}, journal={Transactions on Machine Learning Research (TMLR)}, url={https://arxiv.org/abs/2507.05412}, keywords = {Causal AI} }
Conferences
- Sachit Gaudi and Gautam Sreekumar and Vishnu Naresh Boddeti "CoInD: Enabling Logical Compositions in Diffusion Models", International Conference on Learning Representations (ICLR) 2025
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{gaudi2025coind, title={CoInD: Enabling Logical Compositions in Diffusion Models}, author={Sachit Gaudi and Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={International Conference on Learning Representations (ICLR)}, year={2025}, note = {(Acceptance Rate: 32.08\%)}, url={https://openreview.net/forum?id=cCRlEvjrx4}, keywords = {Generative Models, Composition} } - Wei Ao and Vishnu Naresh Boddeti "CryptoFace: End-to-End Encrypted Face Recognition", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{ao2025cryptoface, title={CryptoFace: End-to-End Encrypted Face Recognition}, author={Wei Ao and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2025}, note = {(Acceptance Rate: 22.1\%)}, keywords = {Face Analysis, Homomorphic Encryption}, url={https://hal.cse.msu.edu/papers/cryptoface-end-to-end-encrypted-face-recognition/} } - Mashrur M. Morshed and Vishnu Naresh Boddeti "DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{morshed2025diverseflow, title={DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows}, author={Mashrur M. Morshed and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2025}, note = {(Acceptance Rate: 22.1\%)}, keywords = {Generative Models}, url={https://hal.cse.msu.edu/papers/diverseflow-sample-efficient-diverse-mode-coverage-in-flows/} } - Lan Wang and Wei Ao and Vishnu Naresh Boddeti and Ser-Nam Lim "Generative Zero-Shot Composed Image Retrieval", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{wang2025cig, title={Generative Zero-Shot Composed Image Retrieval}, author={Lan Wang and Wei Ao and \emph{\underline{Vishnu Naresh Boddeti}} and Ser-Nam Lim}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2025}, note = {(Acceptance Rate: 22.1\%)}, keywords = {Generative Models, Composition}, url={https://lan-lw.github.io/CIG/} } - Sepehr Dehdashtian and Gautam Sreekumar and Vishnu Naresh Boddeti "OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes", International Conference on Learning Representations (ICLR) 2025 (Spotlight, acceptance rate 5.1%)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{dehdashtian2025oasis, title={OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes}, author={Sepehr Dehdashtian and Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={International Conference on Learning Representations (ICLR)}, year={2025}, url={https://sepehrdehdashtian.github.io/Papers/OASIS/}, addendum = {(Spotlight)}, note = {(Acceptance Rate: 5.1\% for Spotlight)}, keywords = {Auditing, Red Teaming} } - Ramin Akbari and Milad Afshari and Vishnu Naresh Boddeti "Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure", Advances in Neural Information Processing Systems (NeurIPS) 2025 (Ramin Akbari and Milad Afshari contributed equally, acceptance rate 24.52%)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{afshari2025obliviator, title={Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure}, author={Ramin Akbari and Milad Afshari and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, year={2025}, note = {(Acceptance Rate: 24.52\%)}, addendum = {(Ramin Akbari and Milad Afshari contributed equally)}, keywords={AI Alignment, Fairness}, url={https://hal.cse.msu.edu/papers/obliviator-nonlinear-guardedness-concept-erasure/} } - Sepehr Dehdashtian and Mashrur M. Morshed and Jacob H Seidman and Gaurav Bharaj and Vishnu Naresh Boddeti "PolyJuice Makes It Real: Black-Box, Universal Red-Teaming for Synthetic Image Detectors", Advances in Neural Information Processing Systems (NeurIPS) 2025
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{dehdashtian2025polyjuice, title={PolyJuice Makes It Real: Black-Box, Universal Red-Teaming for Synthetic Image Detectors}, author={Sepehr Dehdashtian and Mashrur M. Morshed and Jacob H Seidman and Gaurav Bharaj and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, year={2025}, note = {(Acceptance Rate: 24.52\%)}, url={https://sepehrdehdashtian.github.io/Papers/PolyJuice}, keywords={Deepfake, Red Teaming} } - Lan Wang and Yujia Chen and Du Tran and Vishnu Naresh Boddeti and Wen-Sheng Chu "SEAL: Semantic Attention Learning for Long Video Representation", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 (Oral, acceptance rate 0.74%)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{wang2025seal, title={SEAL: Semantic Attention Learning for Long Video Representation}, author={Lan Wang and Yujia Chen and Du Tran and \emph{\underline{Vishnu Naresh Boddeti}} and Wen-Sheng Chu}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2025}, addendum = {(Oral)}, note = {(Acceptance Rate: 0.74\% for Oral)}, url = {https://seal-lvu.github.io}, keywords = {Efficient Architectures, Video} } - Arjun Ramesh Kaushik and Bharat Chandra Yalavarthi and Arun Ross and Vishnu Naresh Boddeti and Nalini Ratha "Shielding Latent Face Representations From Privacy Attacks", IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2025
[BibTeX]
BibTeX Citation
@inproceedings{kaushik2025shielding, title={Shielding Latent Face Representations From Privacy Attacks}, author={Arjun Ramesh Kaushik and Bharat Chandra Yalavarthi and Arun Ross and \emph{\underline{Vishnu Naresh Boddeti}} and Nalini Ratha}, booktitle={IEEE International Conference on Automatic Face and Gesture Recognition (FG)}, year={2025}, keywords = {Secure Biometrics, Homomorphic Encryption} }
Workshops
- Sachit Gaudi and Gautam Sreekumar and Vishnu Naresh Boddeti "Compositional World Knowledge leads to High Utility Synthetic data", Workshop on Synthetic Data at ICLR 2025
[BibTeX]
BibTeX Citation
@inproceedings{gaudi2025compositional, title={Compositional World Knowledge leads to High Utility Synthetic data}, author={Sachit Gaudi and Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Workshop on Synthetic Data at ICLR}, year={2025}, keywords = {Generative Models, Composition} } - Sachit Gaudi and Gautam Sreekumar and Vishnu Naresh Boddeti "Diffusion Models Do Not Implicitly Learn Conditional Independence", Workshop on Deep Generative Model in Machine Learning: Theory, Principle and Efficacy at ICLR 2025
[BibTeX]
BibTeX Citation
@inproceedings{gaudi2025diffusion, title={Diffusion Models Do Not Implicitly Learn Conditional Independence}, author={Sachit Gaudi and Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Workshop on Deep Generative Model in Machine Learning: Theory, Principle and Efficacy at ICLR}, year={2025}, keywords = {Generative Models} } - Amina Bassit and Vishnu Naresh Boddeti "SecureRAG: End-to-End Secure Retrieval-Augmented Generation", Workshop on GenAI for Health Potential, Trust, and Policy Compliance at NeurIPS 2025
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{bassit2025securerag, title={SecureRAG: End-to-End Secure Retrieval-Augmented Generation}, author={Amina Bassit and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Workshop on GenAI for Health Potential, Trust, and Policy Compliance at NeurIPS}, year={2025}, keywords = {Homomorphic Encryption, Healthcare}, url={https://hal.cse.msu.edu/papers/securerag-end-to-end-secure-rag/} } - Sachit Gaudi and Gautam Sreekumar and Vishnu Naresh Boddeti "Spurious Correlations in Diffusion Models and How to Fix Them", Workshop on Spurious Correlation and Shortcut Learning at ICLR 2025
[BibTeX]
BibTeX Citation
@inproceedings{gaudi2025spurious, title={Spurious Correlations in Diffusion Models and How to Fix Them}, author={Sachit Gaudi and Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Workshop on Spurious Correlation and Shortcut Learning at ICLR}, year={2025}, keywords = {Spurious Correlation, Generative Models} }
2024
Patents
- Parenti, Robert and Siddiqui, Adil and Ghannam, Mahmoud Yousef and Vishnu Naresh Boddeti "Enhanced sensor operation", Google Patents 2024
[Paper] / [BibTeX]
BibTeX Citation
@misc{parenti2024enhanced, title={Enhanced sensor operation}, author={Parenti, Robert and Siddiqui, Adil and Ghannam, Mahmoud Yousef and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2024}, date={2024-03-12}, howpublished={Google Patents}, note={US Patent 11,930,302}, url={https://patents.google.com/patent/US11930302B2/en} } - Parry, Beau Robertson and Vishnu Naresh Boddeti "Method and apparatus for authentication of a user to a server using relative movement", Google Patents 2024
[Paper] / [BibTeX]
BibTeX Citation
@misc{parry2024method, title={Method and apparatus for authentication of a user to a server using relative movement}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2024}, date={2024-08-27}, howpublished={Google Patents}, note={US Patent 12,074,869}, url={https://patents.google.com/patent/US12074869B2/en} }
Preprints
- Lan Wang and Vishnu Naresh Boddeti and Sernam Lim "Action Reimagined: Text-to-Pose Video Editing for Dynamic Human Actions", arXiv:2403.07198 2024
[Paper] / [BibTeX]
BibTeX Citation
@article{wang2024action, title={Action Reimagined: Text-to-Pose Video Editing for Dynamic Human Actions}, author={Lan Wang and \emph{\underline{Vishnu Naresh Boddeti}} and Sernam Lim}, journal={arXiv:2403.07198}, year={2024}, url={https://arxiv.org/abs/2403.07198}, keywords = {Generative Models, Video} } - Sepehr Dehdashtian and Ruozhen He and Yi Li and Guha Balakrishnan and Nuno Vasconcelos and Vicente Ordonez and Vishnu Naresh Boddeti "Fairness and Bias Mitigation in Computer Vision: A Survey", arXiv:2408.02464 2024
[Paper] / [BibTeX]
BibTeX Citation
@article{dehdashtian2024fairnessbiasmitigationcomputer, title={Fairness and Bias Mitigation in Computer Vision: A Survey}, author={Sepehr Dehdashtian and Ruozhen He and Yi Li and Guha Balakrishnan and Nuno Vasconcelos and Vicente Ordonez and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2024}, journal={arXiv:2408.02464}, url={https://arxiv.org/abs/2408.02464}, keywords = {Fairness} }
Journals
- Xuyang Li and Hamed Bolandi and Mahdi Masmoudi and Talal Salem and Ankush Jha and Nizar Lajnef and Vishnu Naresh Boddeti "Mechanics-informed autoencoder enables automated detection and localization of unforeseen structural damage", Nature Communications 2024 (Editor's Highlight)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{li2024mechanics, title={Mechanics-informed autoencoder enables automated detection and localization of unforeseen structural damage}, author={Xuyang Li and Hamed Bolandi and Mahdi Masmoudi and Talal Salem and Ankush Jha and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={Nature Communications}, volume={15}, number={1}, pages={9229}, year={2024}, code = {https://github.com/human-analysis/midas-shm}, addendum = {(Editor's Highlight)}, url = {https://arxiv.org/abs/2402.15492}, keywords = {AI for Engineering} } - Saeed Memari and Mantha S Phanikumar and Vishnu Naresh Boddeti and Narendra Das "Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing", Journal of Hydroinformatics 2024
[BibTeX]
BibTeX Citation
@article{memari2024turbidity, title={Turbidity assessment in coastal regions combining machine learning, numerical modeling, and remote sensing}, author={Saeed Memari and Mantha S Phanikumar and \emph{\underline{Vishnu Naresh Boddeti}} and Narendra Das}, journal={Journal of Hydroinformatics}, year={2024}, keywords = {AI for Engineering} }
Conferences
- Wei Ao and Vishnu Naresh Boddeti "AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE", USENIX Security Symposium 2024
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{wei2024autofhe, author={Wei Ao and \emph{\underline{Vishnu Naresh Boddeti}}}, title = {AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE}, booktitle={USENIX Security Symposium}, year = {2024}, note = {(Acceptance Rate: 18.32\%)}, url = {https://eprint.iacr.org/2023/162}, keywords = {Homomorphic Encryption, Architecture Search} } - Bharat Chandra Yalavarthi and Arjun Ramesh Kaushik and Arun Ross and Vishnu Naresh Boddeti and Nalini K. Ratha "Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption", IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2024
[BibTeX]
BibTeX Citation
@inproceedings{yalavarthi2024improved, title={Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption}, author={Bharat Chandra Yalavarthi and Arjun Ramesh Kaushik and Arun Ross and \emph{\underline{Vishnu Naresh Boddeti}} and Nalini K. Ratha}, booktitle={IEEE International Conference on Automatic Face and Gesture Recognition (FG)}, year={2024}, keywords = {Secure Biometrics, Homomorphic Encryption} } - Sepehr Dehdashtian and Lan Wang and Vishnu Naresh Boddeti "FairerCLIP: Debiasing Zero-Shot Predictions of CLIP in RKHSs", International Conference on Learning Representations (ICLR) 2024 (Sepehr Dehdashtian and Lan Wang contributed equally, acceptance rate 30.8%)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{dehdashtian2024fairerclip, title={FairerCLIP: Debiasing Zero-Shot Predictions of CLIP in RKHSs}, author={Sepehr Dehdashtian and Lan Wang and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={International Conference on Learning Representations (ICLR)}, year={2024}, note = {(Acceptance Rate: 30.8\%)}, addendum = {(Sepehr Dehdashtian and Lan Wang contributed equally)}, url={https://openreview.net/forum?id=HXoq9EqR9e}, keywords = {Fairness} } - Abeba Birhane and Sepehr Dehdashtian and Vinay Prabhu and Vishnu Naresh Boddeti "The Dark Side of Dataset Scaling: Evaluating Racial Classification in Multimodal Models", ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2024 (Abeba Birhane and Sepehr Dehdashtian contributed equally)
[BibTeX]
BibTeX Citation
@inproceedings{birhane2024dark, title={The Dark Side of Dataset Scaling: Evaluating Racial Classification in Multimodal Models}, author={Abeba Birhane and Sepehr Dehdashtian and Vinay Prabhu and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={ACM Conference on Fairness, Accountability, and Transparency (FAccT)}, year={2024}, addendum = {(Abeba Birhane and Sepehr Dehdashtian contributed equally)}, keywords = {Auditing} } - Sepehr Dehdashtian and Bashir Sadeghi and Vishnu Naresh Boddeti "Utility-Fairness Trade-Offs and How to Find Them", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[BibTeX]
BibTeX Citation
@inproceedings{dehdashtian2024utility, title={Utility-Fairness Trade-Offs and How to Find Them}, author={Sepehr Dehdashtian and Bashir Sadeghi and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2024}, note = {(Acceptance Rate: 23.6\%)}, keywords = {Fairness} }
Workshops
- Rahul Dey and Tim Marks and Bernhard Egger and Ye Wang and Vishnu Naresh Boddeti "CoLa-SDF: Controllable Latent StyleSDF for Disentangled 3D Face Generation", Neural Rendering Intelligence Workshop at CVPR 2024
[BibTeX]
BibTeX Citation
@inproceedings{dey2024colasdf, title={CoLa-SDF: Controllable Latent StyleSDF for Disentangled 3D Face Generation}, author={Rahul Dey and Tim Marks and Bernhard Egger and Ye Wang and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Neural Rendering Intelligence Workshop at CVPR}, year={2024}, keywords = {Face Analysis} } - Xuyang Li and Mahdi Masmoudi and Nizar Lajnef and Vishnu Naresh Boddeti "Estimating field parameters in multiphysics governing equations from scarce observations", Workshop on AI4DifferentialEquations in Science at ICLR 2024
[BibTeX]
BibTeX Citation
@inproceedings{li2024estimating, title={Estimating field parameters in multiphysics governing equations from scarce observations}, author={Xuyang Li and Mahdi Masmoudi and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Workshop on AI4DifferentialEquations in Science at ICLR}, year={2024}, keywords = {AI for Engineering} } - Mahdi Masmoudi and Xuyang Li and Nizar Lajnef and Vishnu Naresh Boddeti "ParaFIND: Parameter Field Inference on Non-uniform Domains using Neural Network", NeurIPS 2024 Workshop on Data-driven and Differentiable Simulations, Surrogates, and Solvers 2024
[BibTeX]
BibTeX Citation
@inproceedings{masmoudi2024parafind, title={ParaFIND: Parameter Field Inference on Non-uniform Domains using Neural Network}, author={Mahdi Masmoudi and Xuyang Li and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={NeurIPS 2024 Workshop on Data-driven and Differentiable Simulations, Surrogates, and Solvers}, year={2024}, keywords = {AI for Engineering} }
2023
Preprints
- Hamed Bolandi and Gautam Sreekumar and Xuyang Li and Nizar Lajnef and Vishnu Naresh Boddeti "Neuro-DynaStress: Predicting Dynamic Stress Distributions in Structural Components", arXiv:2301.02580 2023
[BibTeX]
BibTeX Citation
@article{bolandi2023neuro, title={Neuro-DynaStress: Predicting Dynamic Stress Distributions in Structural Components}, author={Hamed Bolandi and Gautam Sreekumar and Xuyang Li and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={arXiv:2301.02580}, year={2023}, keywords = {AI for Engineering} } - Abeba Birhane and Vinay Prabhu and Sanghyun Han and Vishnu Naresh Boddeti "On Hate Scaling Laws For Data-Swamps", arXiv:2306.13141 2023
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{birhane2023hate, title={On Hate Scaling Laws For Data-Swamps}, author={Abeba Birhane and Vinay Prabhu and Sanghyun Han and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={arXiv:2306.13141}, year={2023}, url = {https://arxiv.org/abs/2306.13141}, code={https://github.com/vinayprabhu/hate_scaling}, keywords = {Auditing} }
Journals
- Fanglin Bao and Xueji Wang and Shree Hari Sureshbabu and Gautam Sreekumar and Liping Yang and Vaneet Aggarwal and Vishnu Naresh Boddeti and Zubin Jacob "Heat-Assisted Detection and Ranging", Nature 2023 (Cover of Nature)
[Paper] / [Code] / [Cover article] / [Cover image] / [BibTeX]
Press Coverage: Science, Tech Xplore, Popular Science, The Register, New Scientist, Maginative, Phys.orgBibTeX Citation
@article{bao2023heat, title={Heat-Assisted Detection and Ranging}, author={Fanglin Bao and Xueji Wang and Shree Hari Sureshbabu and Gautam Sreekumar and Liping Yang and Vaneet Aggarwal and \emph{\underline{Vishnu Naresh Boddeti}} and Zubin Jacob}, journal={Nature}, volume={619}, number={7971}, pages={743--748}, year={2023}, code = {https://github.com/FanglinBao/HADAR}, addendum = {(Cover of Nature)}, url = {https://www.nature.com/articles/s41586-023-06174-6}, coverarticle = {https://www.nature.com/articles/d41586-023-02333-x}, coverimage = {https://www.nature.com/nature/volumes/619/issues/7971}, presscoverage = {Science|https://www.science.org/content/article/ai-brings-clarity-fuzzy-night-vision-images, Tech Xplore|https://techxplore.com/news/2023-07-ghost-busting-heat-assisted-ranging-clarity-thermal.html, Popular Science|https://www.popsci.com/technology/hadar-thermal-camera/, The Register|https://www.theregister.com/2023/07/27/hadar_night_vision_av/, New Scientist|https://www.newscientist.com/article/2384435-driverless-cars-could-get-ai-powered-heat-vision-for-nighttime-driving/, Maginative|https://www.maginative.com/article/seeing-through-darkness/, Phys.org|https://phys.org/news/2023-08-thermal-imaging-ai-pitch-darkness.html}, keywords = {AI for Engineering} } - Abeba Birhane and Vinay Prabhu and Sanghyun Han and Vishnu Naresh Boddeti and Sasha Luccioni "Into the LAION's Den: Investigating hate in multimodal datasets", Advances in Neural Information Processing Systems (NeurIPS) 2023
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{birhane2023into, title={Into the LAION's Den: Investigating hate in multimodal datasets}, author={Abeba Birhane and Vinay Prabhu and Sanghyun Han and \emph{\underline{Vishnu Naresh Boddeti}} and Sasha Luccioni}, journal={Advances in Neural Information Processing Systems (NeurIPS)}, year={2023}, url={https://arxiv.org/abs/2311.03449}, note = {(Acceptance Rate: 26.46\%)}, code={https://github.com/vinayprabhu/hate_scaling}, keywords = {Auditing} } - Hamed Bolandi and Gautam Sreekumar and Xuyang Li and Nizar Lajnef and Vishnu Naresh Boddeti "Physics Informed Neural Network for Dynamic Stress Prediction", Applied Intelligence 2023
[Paper] / [BibTeX]
BibTeX Citation
@article{bolandi2023physics, title={Physics Informed Neural Network for Dynamic Stress Prediction}, author={Hamed Bolandi and Gautam Sreekumar and Xuyang Li and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={Applied Intelligence}, year={2023}, url = {https://arxiv.org/abs/2211.16190}, keywords = {AI for Engineering} } - Zhichao Lu and Chuntao Ding and Felix Juefei-Xu and Vishnu Naresh Boddeti and Shangguang Wang and Yun Yang "TFormer: A Transmission-Friendly ViT Model for IoT Devices", IEEE Transactions on Parallel and Distributed Systems 2023
[Paper] / [BibTeX]
BibTeX Citation
@article{lu2023tformer, title={TFormer: A Transmission-Friendly ViT Model for IoT Devices}, author={Zhichao Lu and Chuntao Ding and Felix Juefei-Xu and \emph{\underline{Vishnu Naresh Boddeti}} and Shangguang Wang and Yun Yang}, journal={IEEE Transactions on Parallel and Distributed Systems}, year={2023}, volume={34}, number={2}, pages={598-610}, url = {https://arxiv.org/abs/2302.07734}, keywords = {Efficient Architectures} } - Chuntao Ding and Zhichao Lu and Felix Juefei-Xu and Vishnu Naresh Boddeti and Yidong Li and Jiannong Cao "Towards transmission-friendly and robust CNN models over cloud and device", IEEE Transactions on Mobile Computing 2023 (IEEE-CCF Cloud Computing Best Paper Award 2024)
[Paper] / [BibTeX]
BibTeX Citation
@article{ding2023towards, title={Towards transmission-friendly and robust {CNN} models over cloud and device}, author={Chuntao Ding and Zhichao Lu and Felix Juefei-Xu and \emph{\underline{Vishnu Naresh Boddeti}} and Yidong Li and Jiannong Cao}, journal={IEEE Transactions on Mobile Computing}, volume={22}, number={10}, pages={6176--6189}, year={2023}, addendum = {(IEEE-CCF Cloud Computing Best Paper Award 2024)}, url = {https://arxiv.org/abs/2207.09616}, keywords = {Efficient Architectures} }
Conferences
- Stephen Kelly and Daniel Park and Xingyou Song and Mitchell McIntire and Pranav Nashikkar and Ritam Guha and Wolfgang Banzhaf and Kalyanmoy Deb and Vishnu Naresh Boddeti and Jie Tan and Esteban Real "Discovering Adaptable Symbolic Algorithms from Scratch", International Conference on Intelligent Robots and Systems (IROS) 2023 (Oral, Best Paper Award Finalist, acceptance rate 12/2,760 (0.43%))
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{kelly2023discovering, title={Discovering Adaptable Symbolic Algorithms from Scratch}, author={Stephen Kelly and Daniel Park and Xingyou Song and Mitchell McIntire and Pranav Nashikkar and Ritam Guha and Wolfgang Banzhaf and Kalyanmoy Deb and \emph{\underline{Vishnu Naresh Boddeti}} and Jie Tan and Esteban Real}, booktitle={International Conference on Intelligent Robots and Systems (IROS)}, year={2023}, addendum = {(Oral, Best Paper Award Finalist)}, note = {(Acceptance Rate: 12/2,760 (0.43\%) for Best Paper Award Finalist)}, url={https://hal.cse.msu.edu/papers/auto-robotics-zero/}, keywords = {Architecture Search} } - Ritam Guha and Wei Ao and Stephen Kelly and Vishnu Naresh Boddeti and Erik Goodman and Wolfgang Banzhaf and Kalyanmoy Deb "MOAZ: A Multi-Objective AutoML-Zero Framework", Genetic and Evolutionary Computation Conference (GECCO) 2023
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{guha2023automlzero, title={MOAZ: A Multi-Objective AutoML-Zero Framework}, author={Ritam Guha and Wei Ao and Stephen Kelly and \emph{\underline{Vishnu Naresh Boddeti}} and Erik Goodman and Wolfgang Banzhaf and Kalyanmoy Deb}, booktitle={Genetic and Evolutionary Computation Conference (GECCO)}, year={2023}, note = {(Acceptance Rate: 34.7\%)}, url={https://hal.cse.msu.edu/papers/multi-objective-automl-zero/}, keywords = {Architecture Search} } - Chuntao Ding and Zhichao Lu and Shangguang Wang and Ran Cheng and Vishnu Naresh Boddeti "Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{ding2023mitigating, title={Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives}, author={Chuntao Ding and Zhichao Lu and Shangguang Wang and Ran Cheng and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, code = {https://github.com/zhichao-lu/etr-nlp-mtl}, note = {(Acceptance Rate: 25.8\%)}, url= {https://hal.cse.msu.edu/papers/multi-task-learning-non-learnable-task-routing/}, keywords = {Efficient Architectures} } - Vishnu Naresh Boddeti and Gautam Sreekumar and Arun Ross "On the Biometric Capacity of Generative Face Models", International Joint Conference on Biometrics (IJCB) 2023
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{boddeti2023capacity, title={On the Biometric Capacity of Generative Face Models}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Gautam Sreekumar and Arun Ross}, booktitle={International Joint Conference on Biometrics (IJCB)}, year={2023}, note = {(Acceptance Rate: 36.2\%)}, url={https://hal.cse.msu.edu/papers/capacity-generative-face-models/}, keywords = {Generative Models} } - Lan Wang and Gaurav Mittal and Sandra Sajeev and Ye Yu and Matthew Hall and Vishnu Naresh Boddeti and Mei Chen "ProT\'eG\'e: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{wang2023protege, title={ProT\'eG\'e: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding}, author={Lan Wang and Gaurav Mittal and Sandra Sajeev and Ye Yu and Matthew Hall and \emph{\underline{Vishnu Naresh Boddeti}} and Mei Chen}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://hal.cse.msu.edu/papers/protege-untrimmed-video-temporal-grounding/}, note = {(Acceptance Rate: 25.8\%)}, keywords = {Video} } - Huang, Shihua and Lu, Zhichao and Deb, Kalyanmoy and Vishnu Naresh Boddeti "Revisiting Residual Networks for Adversarial Robustness", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{huang2023revisiting, title={Revisiting Residual Networks for Adversarial Robustness}, author={Huang, Shihua and Lu, Zhichao and Deb, Kalyanmoy and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2023}, url = {https://hal.cse.msu.edu/papers/adversarial-robustness-residual-networks/}, code = {https://github.com/zhichao-lu/robust-residual-network}, note = {(Acceptance Rate: 25.8\%)}, keywords = {Adversarial Robustness} } - Zhichao Lu and Chuntao Ding and Shangguang Wang and Felix Juefei-Xu and Vishnu Naresh Boddeti "Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services", IEEE International Conference on Web Services (ICWS) 2023
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{lu2023seed, title={Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services}, author={Zhichao Lu and Chuntao Ding and Shangguang Wang and Felix Juefei-Xu and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE International Conference on Web Services (ICWS)}, year={2023}, note = {(Acceptance Rate: N/A)}, url={https://hal.cse.msu.edu/papers/seed-feature-map-leo-satellite-remote-sensing/}, keywords = {Efficient Architectures} }
Workshops
- Tilak Sharma and Mahika Wason and Vishnu Naresh Boddeti and Arun Ross and Nalini Ratha "Fully Homomorphic Encryption Operators for Score and Decision Fusion in Biometric Identification", IEEE International Workshop on Information Forensics and Security (WIFS) 2023
[BibTeX]
BibTeX Citation
@inproceedings{sharma2023fully, title={Fully Homomorphic Encryption Operators for Score and Decision Fusion in Biometric Identification}, author={Tilak Sharma and Mahika Wason and \emph{\underline{Vishnu Naresh Boddeti}} and Arun Ross and Nalini Ratha}, booktitle={IEEE International Workshop on Information Forensics and Security (WIFS)}, note = {(Acceptance Rate: N/A)}, year={2023}, keywords = {Secure Biometrics, Homomorphic Encryption} } - Gautam Sreekumar and Vishnu Naresh Boddeti "Spurious Correlations and Where to Find Them", The Second Workshop on Spurious Correlations, Invariance and Stability at ICML 2023
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{sreekumar2023spurious, title={Spurious Correlations and Where to Find Them}, author={Gautam Sreekumar and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={The Second Workshop on Spurious Correlations, Invariance and Stability at ICML}, year={2023}, url={https://arxiv.org/abs/2308.11043}, keywords = {Spurious Correlation} }
2022
Patents
- Parenti, Robert and Siddiqui, Adil and Ghannam, Mahmoud Yousef and Vishnu Naresh Boddeti "Enhanced sensor operation", Google Patents 2022
[BibTeX]
BibTeX Citation
@misc{parenti2022enhanced, title={Enhanced sensor operation}, author={Parenti, Robert and Siddiqui, Adil and Ghannam, Mahmoud Yousef and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2022}, date={2022-08-11}, howpublished={Google Patents}, note={US Patent App. 17/171,352} } - Parry, Beau Robertson and Vishnu Naresh Boddeti "Method and apparatus for authentication of a user to a server using relative movement", Google Patents 2022
[BibTeX]
BibTeX Citation
@misc{parry2022method1, title={Method and apparatus for authentication of a user to a server using relative movement}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2022}, date={2022-02-08}, howpublished={Google Patents}, note={US Patent 11,245,693} } - Parry, Beau Robertson and Vishnu Naresh Boddeti "Method and apparatus for authentication of a user to a server using relative movement", Google Patents 2022
[BibTeX]
BibTeX Citation
@misc{parry2022method2, title={Method and apparatus for authentication of a user to a server using relative movement}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2022}, date={2022-06-30}, howpublished={Google Patents}, note={US Patent App. 17/571,358} }
Journals
- Hamed Bolandi and Xuyang Li and Talal Salem and Vishnu Naresh Boddeti and Nizar Lajnef "Bridging Finite Element and Deep Learning: High-Resolution Stress Distribution Prediction in Structural Components", Frontiers of Structural and Civil Engineering 2022
[BibTeX]
BibTeX Citation
@article{bolandi2022bridging, title={Bridging Finite Element and Deep Learning: High-Resolution Stress Distribution Prediction in Structural Components}, author={Hamed Bolandi and Xuyang Li and Talal Salem and \emph{\underline{Vishnu Naresh Boddeti}} and Nizar Lajnef}, journal={Frontiers of Structural and Civil Engineering}, year={2022}, keywords = {AI for Engineering} } - Hamed Bolandi and Xuyang Li and Talal Salem and Vishnu Naresh Boddeti and Nizar Lajnef "Deep learning paradigm for prediction of stress distribution in damaged structural components with stress concentrations", Advances in Engineering Software 2022
[Paper] / [BibTeX]
BibTeX Citation
@article{bolandi2022deep, title={Deep learning paradigm for prediction of stress distribution in damaged structural components with stress concentrations}, author={Hamed Bolandi and Xuyang Li and Talal Salem and \emph{\underline{Vishnu Naresh Boddeti}} and Nizar Lajnef}, journal={Advances in Engineering Software}, volume={173}, pages={103240}, year={2022}, url = {https://doi.org/10.1016/j.advengsoft.2022.103240}, keywords = {AI for Engineering} } - Engelsma, Joshua J and Jain, Anil K and Vishnu Naresh Boddeti "HERS: Homomorphically encrypted representation search", IEEE Transactions on Biometrics, Behavior, and Identity Science 2022 (TBIOM Best Student Paper Award 2023, Trustworthy Biometrics Special Issue)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{engelsma2022hers, title={{HERS}: Homomorphically encrypted representation search}, author={Engelsma, Joshua J and Jain, Anil K and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={IEEE Transactions on Biometrics, Behavior, and Identity Science}, volume={4}, number={3}, pages={349-360}, year={2022}, url = {https://arxiv.org/abs/2003.12197}, code = {https://github.com/human-analysis/encrypted-image-search}, addendum = {(TBIOM Best Student Paper Award 2023, Trustworthy Biometrics Special Issue)}, keywords = {Secure Biometrics, Homomorphic Encryption} } - Bashir Sadeghi and Sepehr Dehdashtian and Vishnu Naresh Boddeti "On Characterizing the Trade-off in Invariant Representation Learning", Transactions on Machine Learning Research (TMLR) 2022 (Featured Certification, Outstanding Certification Finalist)
[Paper] / [BibTeX]
BibTeX Citation
@article{sadeghi2022characterizing, title={On Characterizing the Trade-off in Invariant Representation Learning}, author={Bashir Sadeghi and Sepehr Dehdashtian and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={Transactions on Machine Learning Research (TMLR)}, year={2022}, url = {https://hal.cse.msu.edu/papers/characterizing-trade-off-invariant-representation-learning/}, addendum = {(Featured Certification, Outstanding Certification Finalist)}, keywords = {Fairness} }
Conferences
- Dey, Rahul and Vishnu Naresh Boddeti "3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion", IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{dey20223dfacefill, title={3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion}, author={Dey, Rahul and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, pages={1586--1595}, year={2022}, url = {https://arxiv.org/abs/2110.10395}, code = {https://github.com/human-analysis/3dfacefill}, note = {(Acceptance Rate: 35\%)}, keywords = {Face Analysis} } - Lan Wang and Vishnu Naresh Boddeti "Do learned representations respect causal relationships?", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{wang2022learned, title={Do learned representations respect causal relationships?}, author={Lan Wang and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={264--274}, year={2022}, url = {https://arxiv.org/abs/2204.00762}, code = {https://github.com/human-analysis/causal-relations-between-representations}, note = {(Acceptance Rate: 25\%)}, keywords = {Causal AI} } - Dey, Rahul and Vishnu Naresh Boddeti "Generating Diverse 3D Reconstructions from a Single Occluded Face Image", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{dey2022generating, title={Generating Diverse 3D Reconstructions from a Single Occluded Face Image}, author={Dey, Rahul and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={1547--1557}, year={2022}, url = {https://arxiv.org/abs/2112.00879}, code = {https://github.com/human-analysis/diverse3dface}, note = {(Acceptance Rate: 25\%)}, keywords = {Architecture Search} } - Sperling, Luke and Ratha, Nalini and Ross, Arun and Vishnu Naresh Boddeti "HEFT: Homomorphically Encrypted Fusion of Biometric Templates", International Joint Conference on Biometrics (IJCB) 2022 (Oral, Best Student Paper Award, acceptance rate 15%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{sperling2022heft, title={HEFT: Homomorphically Encrypted Fusion of Biometric Templates}, author={Sperling, Luke and Ratha, Nalini and Ross, Arun and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={International Joint Conference on Biometrics (IJCB)}, year={2022}, url = {https://arxiv.org/abs/2208.07241}, code = {https://github.com/human-analysis/encrypted-biometric-fusion}, addendum = {(Oral, Best Student Paper Award)}, note = {(Acceptance Rate: 15\% for Oral)}, keywords = {Secure Biometrics, Homomorphic Encryption} } - Li, Xuyang and Salem, Talal and Bolandi, Hamed and Vishnu Naresh Boddeti and Lajnef, Nizar "Methods For The Rapid Detection Of Boundary Condition Variations in Structural Systems", Conference on Smart Materials, Adaptive Structures and Intelligent Systems 2022 (Oral, Student Best Paper Award)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{li2022methods, title={Methods For The Rapid Detection Of Boundary Condition Variations in Structural Systems}, author={Li, Xuyang and Salem, Talal and Bolandi, Hamed and \emph{\underline{Vishnu Naresh Boddeti}} and Lajnef, Nizar}, booktitle={Conference on Smart Materials, Adaptive Structures and Intelligent Systems}, year={2022}, url = {http://hal.cse.msu.edu/papers/structural-systems-anomaly-detection/}, addendum = {(Oral, Student Best Paper Award)}, note = {(Acceptance Rate: N/A)}, keywords = {AI for Engineering} }
Workshops
- Xuyang Li and Hamed Bolandi and Talal Salem and Nizar Lajnef and Vishnu Naresh Boddeti "NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems", European Conference on Computer Vision Workshops 2022
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{li2022neuralsi, title={NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems}, author={Xuyang Li and Hamed Bolandi and Talal Salem and Nizar Lajnef and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={European Conference on Computer Vision Workshops}, year={2022}, url = {https://arxiv.org/abs/2208.12771}, code = {https://github.com/human-analysis/neural-structural-identification}, note = {(Acceptance Rate: N/A)}, keywords = {AI for Engineering} }
2021
Journals
- Zhichao Lu and Gautam Sreekumar and Erik Goodman and Wolfgang Banzhaf and Kalyanmoy Deb and Vishnu Naresh Boddeti "Neural Architecture Transfer", IEEE Transactions on Pattern Analysis and Machine Intelligence 2021 (AutoML Special Issue)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{lu2021neural, title={Neural Architecture Transfer}, author={Zhichao Lu and Gautam Sreekumar and Erik Goodman and Wolfgang Banzhaf and Kalyanmoy Deb and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume={43}, number={9}, pages={2971-2989}, year={2021}, url = {https://arxiv.org/abs/2005.05859}, code = {https://github.com/human-analysis/neural-architecture-transfer}, addendum = {(AutoML Special Issue)}, keywords = {Architecture Search} }
Conferences
- Bashir Sadeghi and Lan Wang and Vishnu Naresh Boddeti "Adversarial Representation Learning With Closed-Form Solvers", European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) 2021
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{sadeghi2021adversarial, title={Adversarial Representation Learning With Closed-Form Solvers}, author={Bashir Sadeghi and Lan Wang and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)}, pages={731-748}, year={2021}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2021-adversarial-representation-learning-closed-form-solvers.pdf}, note = {(Acceptance Rate: 21\%)}, keywords = {Fairness} } - Suresh, Anirudh and Kongmanee, Jaturong and Deb, Kalyanmoy and Vishnu Naresh Boddeti "Multi-objective Coevolution and Decision-making for Cooperative and Competitive Environments", IEEE Congress on Evolutionary Computation 2021
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{suresh1multi, title={Multi-objective Coevolution and Decision-making for Cooperative and Competitive Environments}, author={Suresh, Anirudh and Kongmanee, Jaturong and Deb, Kalyanmoy and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE Congress on Evolutionary Computation}, pages={1601-1608}, year={2021}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2021-multiobjective-coevolution-cooperation-competetion.pdf}, note = {(Acceptance Rate: 60\%)}, keywords = {Other} } - Purohit, Kuldeep and Suin, Maitreya and Rajagopalan, AN and Vishnu Naresh Boddeti "Spatially-adaptive image restoration using distortion-guided networks", IEEE/CVF International Conference on Computer Vision (ICCV) 2021
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{purohit2021spatially, title={Spatially-adaptive image restoration using distortion-guided networks}, author={Purohit, Kuldeep and Suin, Maitreya and Rajagopalan, AN and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF International Conference on Computer Vision (ICCV)}, pages={2309-2319}, year={2021}, url = {https://arxiv.org/abs/2108.08617}, note = {(Acceptance Rate: 26\%)}, keywords = {Efficient Architectures} } - Anirudh Suresh and Kalyanmoy Deb and Vishnu Naresh Boddeti "Towards Multi-objective Co-evolutionary Problem Solving", Evolutionary Multi-Criterion Optimization 2021
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{suresh2021towards, title={Towards Multi-objective Co-evolutionary Problem Solving}, author={Anirudh Suresh and Kalyanmoy Deb and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Evolutionary Multi-Criterion Optimization}, pages={139-151}, year={2021}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2021-emo-coevolution.pdf}, note = {(Acceptance Rate: 51\%)}, keywords = {Other} }
2020
Patents
- Parry, Beau Robertson and Vishnu Naresh Boddeti "Method and apparatus for authentication of a user to a server using relative movement", Google Patents 2020
[BibTeX]
BibTeX Citation
@misc{parry2020method, title={Method and apparatus for authentication of a user to a server using relative movement}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2020}, date={2020-02-18}, howpublished={Google Patents}, note={US Patent 10,565,362} }
Journals
- Zhichao Lu and Ian Whalen and Yashesh Dhebar and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf and Vishnu Naresh Boddeti "Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks", IEEE Transactions on Evolutionary Computation 2020
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{lu2020muti, title={Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks}, author={Zhichao Lu and Ian Whalen and Yashesh Dhebar and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={IEEE Transactions on Evolutionary Computation}, volume={25}, number={2}, pages={277-291}, year={2020}, url = {https://arxiv.org/abs/1912.01369}, code = {https://github.com/ianwhale/nsga-net.git}, keywords = {Architecture Search} }
Conferences
- Zhichao Lu and Kalyanmoy Deb and Vishnu Naresh Boddeti "MUXConv: Information Multiplexing in Convolutional Neural Networks", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{lu2020muxconv, title={MUXConv: Information Multiplexing in Convolutional Neural Networks}, author={Zhichao Lu and Kalyanmoy Deb and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={12044-12053}, year={2020}, url = {https://arxiv.org/abs/2003.13880}, code = {https://github.com/human-analysis/MUXConv}, note = {(Acceptance Rate: 22.1\%)}, keywords = {Efficient Architectures, Architecture Search} } - Zhichao Lu and Ian Whalen and Yashesh Dhebar and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf and Vishnu Naresh Boddeti "NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract)", International Joint Conference on Artificial Intelligence (IJCAI) 2020
[BibTeX]
BibTeX Citation
@inproceedings{ijcai2020-659, title = {NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract)}, author = {Zhichao Lu and Ian Whalen and Yashesh Dhebar and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)}, pages={4750-4754}, year = {2020}, keywords = {Architecture Search} } - Zhichao Lu and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf and Vishnu Naresh Boddeti "NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search", European Conference on Computer Vision (ECCV) 2020 (Oral, acceptance rate 2%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{lu2020nsganetv2, title={NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search}, author={Zhichao Lu and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={European Conference on Computer Vision (ECCV)}, pages={35-51}, year={2020}, url = {https://arxiv.org/abs/2007.10396}, code = {https://github.com/mikelzc1990/nsganetv2}, addendum = {(Oral)}, note = {(Acceptance Rate: 2\% for oral)}, keywords = {Architecture Search} }
Workshops
- Bashir Sadeghi and Lan Wang and Vishnu Naresh Boddeti "Adversarial Representation Learning With Closed-Form Solvers", IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020
[BibTeX]
BibTeX Citation
@inproceedings{sadeghi2020adversarial, title={Adversarial Representation Learning With Closed-Form Solvers}, author={Bashir Sadeghi and Lan Wang and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)}, year={2020}, note = {(Acceptance Rate: N/A)}, keywords = {Fairness} } - Sadeghi, Bashir and Vishnu Naresh Boddeti "Imparting fairness to pre-trained biased representations", IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020
[BibTeX]
BibTeX Citation
@inproceedings{sadeghi2020imparting, title={Imparting fairness to pre-trained biased representations}, author={Sadeghi, Bashir and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)}, pages={16-17}, year={2020}, note = {(Acceptance Rate: N/A)}, keywords = {Fairness} }
2019
Journals
- Sadeghi, Bashir and Yu, Runyi and Vishnu Naresh Boddeti "Constrained Sampling: Optimum Reconstruction in Subspace with Minimax Regret Constraint", IEEE Transactions on Signal Processing 2019
[Paper] / [BibTeX]
BibTeX Citation
@article{yu2019constrained, title={Constrained Sampling: Optimum Reconstruction in Subspace with Minimax Regret Constraint}, author={Sadeghi, Bashir and Yu, Runyi and \emph{\underline{Vishnu Naresh Boddeti}}}, journal={IEEE Transactions on Signal Processing}, volume={67}, number={16}, pages={4218-4230}, year={2019}, url = {https://arxiv.org/abs/1812.07776}, keywords = {Other} }
Conferences
- Roy, Proteek Chandan and Vishnu Naresh Boddeti "Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 (Oral, acceptance rate 5.58%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{roy2019mitigating, title={Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach}, author={Roy, Proteek Chandan and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={2586-2594}, year={2019}, url = {https://arxiv.org/abs/1904.05514}, code = {https://github.com/human-analysis/MaxEnt-ARL}, addendum = {(Oral)}, note = {(Acceptance Rate: 5.58\% for oral)}, keywords = {Fairness} } - Zhichao Lu and Ian Whalen and Vishnu Naresh Boddeti and Yashesh Dhebar and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf "NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search", Genetic and Evolutionary Computation Conference (GECCO) 2019 (Oral, EML Best Paper Award, acceptance rate 35%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{lu2019nsga, title={NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search}, author={Zhichao Lu and Ian Whalen and \emph{\underline{Vishnu Naresh Boddeti}} and Yashesh Dhebar and Kalyanmoy Deb and Erik Goodman and Wolfgang Banzhaf}, booktitle={Genetic and Evolutionary Computation Conference (GECCO)}, pages={419-427}, year={2019}, url = {https://arxiv.org/abs/1810.03522}, code = {https://github.com/ianwhale/nsga-net.git}, addendum = {(Oral, EML Best Paper Award)}, note = {(Acceptance Rate: 35\%)}, keywords = {Architecture Search} } - Bashir Sadeghi and Runyi Yu and Vishnu Naresh Boddeti "On the Global Optima of Kernelized Adversarial Representation Learning", IEEE/CVF International Conference on Computer Vision (ICCV) 2019
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{sadeghi2019global, title={ On the Global Optima of Kernelized Adversarial Representation Learning }, author={ Bashir Sadeghi and Runyi Yu and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE/CVF International Conference on Computer Vision (ICCV)}, pages={7971-7979}, year={2019}, url = {https://arxiv.org/abs/1910.07423}, code = {https://github.com/human-analysis/Kernel-ARL}, note = {(Acceptance Rate: 25\%)}, keywords = {Fairness} } - Gong, Sixue and Vishnu Naresh Boddeti and Jain, Anil K "On the Intrinsic Dimensionality of Image Representations", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{gong2019intrinsic, title={On the Intrinsic Dimensionality of Image Representations}, author={Gong, Sixue and \emph{\underline{Vishnu Naresh Boddeti}} and Jain, Anil K}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={3987-3996}, year={2019}, url = {https://arxiv.org/abs/1803.09672}, code = {https://github.com/human-analysis/intrinsic-dimensionality}, note = {(Acceptance Rate: 25\%)}, keywords = {Computer Vision} }
2018
Patents
- Parry, Beau Robertson and Vishnu Naresh Boddeti "Method and apparatus for authentication of a user to a server using relative movement", Google Patents 2018
[BibTeX]
BibTeX Citation
@misc{parry2018method, title={Method and apparatus for authentication of a user to a server using relative movement}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2018}, date={2018-08-14}, howpublished={Google Patents}, note={US Patent 10,049,203} }
Book Chapters
- Jonathon M. Smereka and Vishnu Naresh Boddeti and B. V. K. Vijaya Kumar "Stacked Correlation Filters", Deep Learning in Biometrics 2018
[BibTeX]
BibTeX Citation
@incollection{smereka2018stacked, author = "Jonathon M. Smereka and \emph{\underline{Vishnu Naresh Boddeti}} and B. V. K. Vijaya Kumar", title = "Stacked Correlation Filters", editor = "Mayank Vatsa and Richa Singh and Angshul Majumdar", booktitle = "Deep Learning in Biometrics", publisher = "CRC Press", year = {2018}, pages = "175-195", chapter = 08, keywords = {Correlation Filters} }
Journals
- Hattori, Hironori and Lee, Namhoon and Vishnu Naresh Boddeti and Beainy, Fares and Kitani, Kris M and Kanade, Takeo "Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator for Static Video Surveillance", International Journal of Computer Vision (IJCV) 2018
[Paper] / [BibTeX]
BibTeX Citation
@article{hattori2018synthesizing, title={Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator for Static Video Surveillance}, author={Hattori, Hironori and Lee, Namhoon and \emph{\underline{Vishnu Naresh Boddeti}} and Beainy, Fares and Kitani, Kris M and Kanade, Takeo}, journal={International Journal of Computer Vision (IJCV)}, volume={126}, number={9}, pages={1027-1044}, year={2018}, url = {https://link.springer.com/article/10.1007/s11263-018-1077-3}, keywords = {Computer Vision} }
Conferences
- Yoo, Donghyun and Fan, Haoqi and Vishnu Naresh Boddeti and Kitani, Kris M "Efficient K-Shot Learning with Regularized Deep Networks", AAAI Conference on Artificial Intelligence (AAAI) 2018
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{yoo2018efficient, title={Efficient K-Shot Learning with Regularized Deep Networks}, author={Yoo, Donghyun and Fan, Haoqi and \emph{\underline{Vishnu Naresh Boddeti}} and Kitani, Kris M}, booktitle={AAAI Conference on Artificial Intelligence (AAAI)}, pages={4382--4389}, year={2018}, url = {https://arxiv.org/abs/1710.02277}, note = {(Acceptance Rate: 24.6\%)}, keywords = {Computer Vision} } - Juefei-Xu, Felix and Vishnu Naresh Boddeti and Savvides, Marios "Perturbative Neural Networks", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{juefei2018perturbative, title={Perturbative Neural Networks}, author={Juefei-Xu, Felix and \emph{\underline{Vishnu Naresh Boddeti}} and Savvides, Marios}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={3310-3318}, year={2018}, url = {https://arxiv.org/abs/1806.01817}, code = {https://github.com/juefeix/pnn.pytorch.update}, note = {(Acceptance Rate: 29.1\%)}, keywords = {Efficient Architectures} } - Rahul Dey and Felix Juefei-Xu and Vishnu Naresh Boddeti and Marios Savvides "RankGAN: A Maximum Margin Ranking GAN for Generating Faces", Asian Conference on Computer Vision (ACCV) 2018 (Oral, Best Student Paper Award, acceptance rate 25%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{dey2018rankgan, title={RankGAN: A Maximum Margin Ranking GAN for Generating Faces}, author={Rahul Dey and Felix Juefei-Xu and \emph{\underline{Vishnu Naresh Boddeti}} and Marios Savvides}, booktitle={Asian Conference on Computer Vision (ACCV)}, pages={3-18}, year={2018}, url = {https://arxiv.org/abs/1812.08196}, code = {https://github.com/human-analysis/RankGAN}, addendum = {(Oral, Best Student Paper Award)}, note = {(Acceptance Rate: 25\%)}, keywords = {Generative Models} } - Vishnu Naresh Boddeti "Secure Face Matching Using Fully Homomorphic Encryption", IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS) 2018 (Oral, acceptance rate 36%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{boddeti2018secure, title={Secure Face Matching Using Fully Homomorphic Encryption}, author={\emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS)}, pages={1-10}, year={2018}, url = {https://arxiv.org/abs/1805.00577}, code = {https://github.com/human-analysis/secure-face-matching}, addendum = {(Oral)}, note = {(Acceptance Rate: 36\%)}, keywords = {Secure Biometrics, Homomorphic Encryption} }
2017
Patents
- Parry, Beau Robertson and Vishnu Naresh Boddeti "Authentication method using liveness verification", Google Patents 2017
[BibTeX]
BibTeX Citation
@misc{parry2017authentication, title={Authentication method using liveness verification}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2017}, date={2017-03-21}, howpublished={Google Patents}, note={US Patent 9,600,649} } - Parry, Beau Robertson and Vishnu Naresh Boddeti "Authentication method using relative movement", Google Patents 2017
[Paper] / [BibTeX]
BibTeX Citation
@misc{parry2017authenticationmovement, title={Authentication method using relative movement}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2017}, date={2017-08-22}, howpublished={Google Patents}, note={US Patent 9,740,848}, url={https://patents.google.com/patent/US9740848B2/en} }
Preprints
- Pal, Dipan K and Vishnu Naresh Boddeti and Savvides, Marios "Emergence of Selective Invariance in Hierarchical Feed Forward Networks", arXiv:1701.08837 2017
[Paper] / [BibTeX]
BibTeX Citation
@article{pal2017emergence, title={Emergence of Selective Invariance in Hierarchical Feed Forward Networks}, author={Pal, Dipan K and \emph{\underline{Vishnu Naresh Boddeti}} and Savvides, Marios}, journal={arXiv:1701.08837}, year={2017}, url = {https://arxiv.org/abs/1701.08837}, keywords = {Computer Vision} } - Vishnu Naresh Boddeti and Roh, Myung-Cheol and Shin, Jongju and Oguri, Takaharu and Kanade, Takeo "Face alignment robust to pose, expressions and occlusions", arXiv:1707.05938 2017
[Paper] / [BibTeX]
BibTeX Citation
@article{boddeti2017face, title={Face alignment robust to pose, expressions and occlusions}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Roh, Myung-Cheol and Shin, Jongju and Oguri, Takaharu and Kanade, Takeo}, journal={arXiv:1707.05938}, year={2017}, url = {https://arxiv.org/abs/1707.05938}, keywords = {Face Analysis} } - Gong, Sixue and Vishnu Naresh Boddeti and Jain, Anil K "On the Capacity of Face Representation", arXiv:1709.10433 2017
[Paper] / [BibTeX]
BibTeX Citation
@article{gong2017capacity, title={On the Capacity of Face Representation}, author={Gong, Sixue and \emph{\underline{Vishnu Naresh Boddeti}} and Jain, Anil K}, journal={arXiv:1709.10433}, year={2017}, url = {https://arxiv.org/abs/1709.10433}, keywords = {Computer Vision} }
Conferences
- Juefei-Xu, Felix and Vishnu Naresh Boddeti and Savvides, Marios "Local Binary Convolutional Neural Networks", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 (Spotlight Oral, acceptance rate 5.3%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{juefei2017local, title={Local Binary Convolutional Neural Networks}, author={Juefei-Xu, Felix and \emph{\underline{Vishnu Naresh Boddeti}} and Savvides, Marios}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={19-28}, year={2017}, url = {https://arxiv.org/abs/1608.06049}, code = {https://github.com/juefeix/lbcnn.torch}, addendum = {(Spotlight Oral)}, note = {(Acceptance Rate: 5.3\% for spotlight oral)}, keywords = {Efficient Architectures} } - Yonetani, Ryo and Vishnu Naresh Boddeti and Kitani, Kris M and Sato, Yoichi "Privacy-preserving visual learning using doubly permuted homomorphic encryption", IEEE International Conference on Computer Vision (ICCV) 2017
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{yonetani2017privacy, title={Privacy-preserving visual learning using doubly permuted homomorphic encryption}, author={Yonetani, Ryo and \emph{\underline{Vishnu Naresh Boddeti}} and Kitani, Kris M and Sato, Yoichi}, booktitle={IEEE International Conference on Computer Vision (ICCV)}, pages={2040-2050}, year={2017}, url = {https://arxiv.org/abs/1704.02203}, code = {https://github.com/yonetaniryo/DPHE-demo}, note = {(Acceptance Rate: 28.9\%)}, keywords = {Computer Vision, Homomorphic Encryption} } - Ryohei Funakoshi and Vishnu Naresh Boddeti and Kris Kitani and Hideki Koike "Video segmentation and stabilization for BallCam", Augmented Human International Conference 2017
[BibTeX]
BibTeX Citation
@inproceedings{funakoshi2017video, title={Video segmentation and stabilization for BallCam}, author={Ryohei Funakoshi and \emph{\underline{Vishnu Naresh Boddeti}} and Kris Kitani and Hideki Koike}, booktitle={Augmented Human International Conference}, pages={1-2}, year={2017}, organization={ACM}, note = {(Acceptance Rate: 54\%)}, keywords = {Computer Vision} }
2016
Book Chapters
- Kumar, BVK Vijaya and Thornton, Jason and Savvides, Marios and Vishnu Naresh Boddeti and Smereka, Jonathon M "Application of correlation filters for iris recognition", Handbook of Iris Recognition 2016
[BibTeX]
BibTeX Citation
@incollection{kumar2016application, author = {Kumar, BVK Vijaya and Thornton, Jason and Savvides, Marios and \emph{\underline{Vishnu Naresh Boddeti}} and Smereka, Jonathon M}, title = "Application of correlation filters for iris recognition", editor = "Kevin Bowyer and Mark Burge", booktitle = "Handbook of Iris Recognition", publisher = "Springer", year = {2016}, pages = {211--228}, keywords={Correlation Filters} }
Preprints
- Zhang, Yubo and Vishnu Naresh Boddeti and Kitani, Kris M "Gesture-based Bootstrapping for Egocentric Hand Segmentation", arXiv:1612.02889 2016
[Paper] / [BibTeX]
BibTeX Citation
@article{zhang2016gesture, title={Gesture-based Bootstrapping for Egocentric Hand Segmentation}, author={Zhang, Yubo and \emph{\underline{Vishnu Naresh Boddeti}} and Kitani, Kris M}, journal={arXiv:1612.02889}, year={2016}, url = {https://arxiv.org/abs/1612.02889}, keywords = {Computer Vision} } - Shen, Jonathan and Vesdapunt, Noranart and Vishnu Naresh Boddeti and Kitani, Kris M "In Teacher We Trust: Learning Compressed Models for Pedestrian Detection", arXiv:1612.00478 2016
[Paper] / [BibTeX]
BibTeX Citation
@article{shen2016teacher, title={In Teacher We Trust: Learning Compressed Models for Pedestrian Detection}, author={Shen, Jonathan and Vesdapunt, Noranart and \emph{\underline{Vishnu Naresh Boddeti}} and Kitani, Kris M}, journal={arXiv:1612.00478}, year={2016}, url = {https://arxiv.org/abs/1612.00478}, keywords = {Computer Vision} }
Conferences
- Funakoshi, Ryohei and Vishnu Naresh Boddeti and Kitani, Kris and Koike, Hideki "Activity-Aware Video Stabilization for BallCam", Annual Symposium on User Interface Software and Technology (UIST) 2016
[BibTeX]
BibTeX Citation
@inproceedings{funakoshi2016activity, title={Activity-Aware Video Stabilization for BallCam}, author={Funakoshi, Ryohei and \emph{\underline{Vishnu Naresh Boddeti}} and Kitani, Kris and Koike, Hideki}, booktitle={Annual Symposium on User Interface Software and Technology (UIST)}, pages={197--198}, year={2016}, organization={ACM}, note = {(Acceptance Rate: 20.6\%)}, keywords = {Computer Vision} } - Smereka, Jonathon M and Vishnu Naresh Boddeti and Kumar, BVK Vijaya and Rodriguez, Andres "Stacked correlation filters for biometric verification", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{smereka2016stacked, title={Stacked correlation filters for biometric verification}, author={Smereka, Jonathon M and \emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya and Rodriguez, Andres}, booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, pages={2104--2108}, year={2016}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2016-icassp-stacked-correlation-filters.pdf}, note = {(Acceptance Rate: 47\%)}, keywords={Correlation Filters} }
2015
Patents
- Parry, Beau Robertson and Vishnu Naresh Boddeti "Systems, methods and apparatus for multivariate authentication", Google Patents 2015
[BibTeX]
BibTeX Citation
@misc{parry2015systems2, title={Systems, methods and apparatus for multivariate authentication}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}}}, year={2015}, date={2015-09-15}, howpublished={Google Patents}, note={US Patent 9,137,246} } - Parry, Beau Robertson and Vishnu Naresh Boddeti and Parupati, Srikanth "Systems, methods and apparatus for multivariate authentication", Google Patents 2015
[BibTeX]
BibTeX Citation
@misc{parry2015systems1, title={Systems, methods and apparatus for multivariate authentication}, author={Parry, Beau Robertson and \emph{\underline{Vishnu Naresh Boddeti}} and Parupati, Srikanth}, year={2015}, date={2015-02-03}, howpublished={Google Patents}, note={US Patent 8,949,619} }
Journals
- Smereka, Jonathon M and Vishnu Naresh Boddeti and Kumar, BVK Vijaya "Probabilistic deformation models for challenging periocular image verification", IEEE Transactions on Information Forensics and Security (TIFS) 2015
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{smereka2015probabilistic, title={Probabilistic deformation models for challenging periocular image verification}, author={Smereka, Jonathon M and \emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya}, journal={IEEE Transactions on Information Forensics and Security (TIFS)}, volume={10}, number={9}, pages={1875--1890}, year={2015}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2015-tifs-pdm.pdf}, code = {https://github.com/jsmereka/PatchBasedCorrelation}, keywords={Correlation Filters} } - Fernandez, Joseph A and Vishnu Naresh Boddeti and Rodriguez, Andres and Kumar, BVK Vijaya "Zero-aliasing correlation filters for object recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2015
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{fernandez2015zero, title={Zero-aliasing correlation filters for object recognition}, author={Fernandez, Joseph A and \emph{\underline{Vishnu Naresh Boddeti}} and Rodriguez, Andres and Kumar, BVK Vijaya}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)}, volume={37}, number={8}, pages={1702--1715}, year={2015}, url = {https://arxiv.org/abs/1411.2316}, code = {https://github.com/vboddeti/CorrelationFilters}, keywords={Correlation Filters} }
Conferences
- Zeng, Andy and Vishnu Naresh Boddeti and Kitani, Kris M and Kanade, Takeo "Face Alignment Refinement", IEEE Winter Conference on Applications of Computer Vision (WACV) 2015
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{zeng2015face, title={Face Alignment Refinement}, author={Zeng, Andy and \emph{\underline{Vishnu Naresh Boddeti}} and Kitani, Kris M and Kanade, Takeo}, booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)}, pages={162--169}, year={2015}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2015-wacv-face-alignment-refinement.pdf}, note = {(Acceptance Rate: 36.7\%)}, keywords={Face Analysis} } - Hattori, Hironori and Naresh Boddeti, Vishnu and Kitani, Kris M and Kanade, Takeo "Learning scene-specific pedestrian detectors without real data", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{hattori2015learning, title={Learning scene-specific pedestrian detectors without real data}, author={Hattori, Hironori and Naresh Boddeti, Vishnu and Kitani, Kris M and Kanade, Takeo}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={3819--3827}, year={2015}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2015-cvpr-synthesis.pdf}, note = {(Acceptance Rate: 28.4\%)}, keywords={Correlation Filters} }
2014
Preprints
- Vishnu Naresh Boddeti and Kumar, BVK Vijaya "Maximum margin vector correlation filter", arXiv:1404.6031 2014
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{boddeti2014maximum, title={Maximum margin vector correlation filter}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya}, journal={arXiv:1404.6031}, year={2014}, url = {https://arxiv.org/abs/1404.6031}, code = {https://github.com/vboddeti/CorrelationFilters}, keywords={Correlation Filters} }
Conferences
- Movshovitz-Attias, Yair and Vishnu Naresh Boddeti and Wei, Zijun and Sheikh, Yaser "3D Pose-by-Detection of Vehicles via Discriminatively Reduced Ensembles of Correlation Filters.", British Machine Vision Conference (BMVC) 2014
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{movshovitz20143d, title={3D Pose-by-Detection of Vehicles via Discriminatively Reduced Ensembles of Correlation Filters.}, author={Movshovitz-Attias, Yair and \emph{\underline{Vishnu Naresh Boddeti}} and Wei, Zijun and Sheikh, Yaser}, booktitle={British Machine Vision Conference (BMVC)}, year={2014}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2014-bmvc-ensemble.pdf}, note = {(Acceptance Rate: 30\%)}, keywords={Correlation Filters} } - Kumar, BVK Vijaya and Fernandez, Joseph A and Rodriguez, Andres and Vishnu Naresh Boddeti "Recent advances in correlation filter theory and application", Optical Pattern Recognition XXV 2014
[BibTeX]
BibTeX Citation
@inproceedings{kumar2014recent, title={Recent advances in correlation filter theory and application}, author={Kumar, BVK Vijaya and Fernandez, Joseph A and Rodriguez, Andres and \emph{\underline{Vishnu Naresh Boddeti}}}, booktitle={Optical Pattern Recognition XXV}, volume={9094}, year={2014}, organization={International Society for Optics and Photonics}, note = {(Acceptance Rate: N/A)}, keywords={Correlation Filters} }
2013
Book Chapters
- Kumar, BVK Vijaya and Vishnu Naresh Boddeti and Smereka, Jonathon M and Thornton, Jason and Savvides, Marios "Application of Bayesian Graphical Models to Iris Recognition", Handbook of Statistics 2013
[BibTeX]
BibTeX Citation
@incollection{kumar2013application, author = {Kumar, BVK Vijaya and \emph{\underline{Vishnu Naresh Boddeti}} and Smereka, Jonathon M and Thornton, Jason and Savvides, Marios}, title = "Application of Bayesian Graphical Models to Iris Recognition", editor = "C.R. Rao and Venu Govindaraju", booktitle = "Handbook of Statistics", publisher = "Elsevier", year = {2013}, pages = {381--398}, keywords={Correlation Filters} } - Jillela, Raghavender and Ross, Arun A and Vishnu Naresh Boddeti and Kumar, BVK Vijaya and Hu, Xiaofei and Plemmons, Robert and Pauca, Pa\'ul "Iris segmentation for challenging periocular images", Handbook of Iris Recognition 2013
[BibTeX]
BibTeX Citation
@incollection{jillela2013iris, author = {Jillela, Raghavender and Ross, Arun A and \emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya and Hu, Xiaofei and Plemmons, Robert and Pauca, Pa{\'u}l}, title = "Iris segmentation for challenging periocular images", editor = "Kevin Bowyer and Mark Burge", booktitle = "Handbook of Iris Recognition", pages={281--308}, year={2013}, publisher={Springer}, keywords={Other} }
Journals
- Vishnu Naresh Boddeti and Kumar, BVK Vijaya "A framework for binding and retrieving class-specific information to and from image patterns using correlation filters", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2013
[Paper] / [BibTeX]
BibTeX Citation
@article{boddeti2013framework, title={A framework for binding and retrieving class-specific information to and from image patterns using correlation filters}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)}, volume={35}, number={9}, pages={2064--2077}, year={2013}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2013-pami-biometric-keybinding.pdf}, keywords={Correlation Filters, Secure Biometrics} } - Rodriguez, Andres and Vishnu Naresh Boddeti and Kumar, BVK Vijaya and Mahalanobis, Abhijit "Maximum margin correlation filter: A new approach for localization and classification", IEEE Transactions on Image Processing (TIP) 2013
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@article{rodriguez2013maximum, title={Maximum margin correlation filter: A new approach for localization and classification}, author={Rodriguez, Andres and \emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya and Mahalanobis, Abhijit}, journal={IEEE Transactions on Image Processing (TIP)}, volume={22}, number={2}, pages={631--643}, year={2013}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2013-tip-mmcf.pdf}, code = {https://github.com/vboddeti/CorrelationFilters}, keywords={Correlation Filters} }
Conferences
- Vishnu Naresh Boddeti and Kanade, Takeo and Kumar, BVK Vijaya "Correlation filters for object alignment", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{naresh2013correlation, title={Correlation filters for object alignment}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Kanade, Takeo and Kumar, BVK Vijaya}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages={2291--2298}, year={2013}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2013-cvpr-alignment.pdf}, code = {https://github.com/vboddeti/CorrelationFilters}, note = {(Acceptance Rate: 26.2\%)}, keywords={Correlation Filters} } - Siena, Stephen and Vishnu Naresh Boddeti and Kumar, BVK Vijaya "Maximum-margin coupled mappings for cross-domain matching", IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS) 2013 (Oral, Best Paper Award)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{siena2013maximum, title={Maximum-margin coupled mappings for cross-domain matching}, author={Siena, Stephen and \emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya}, booktitle={IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS)}, year={2013}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2013-btas-mmcm.pdf}, addendum = {(Oral, Best Paper Award)}, note = {(Acceptance Rate: exact number unknown, usually around 30\%)}, keywords={Other} } - Monwar, Md Maruf and Kumar, BVK Vijaya and Vishnu Naresh Boddeti and Smereka, Jonathon M "Rank information fusion for challenging ocular image recognition", IEEE International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC) 2013
[BibTeX]
BibTeX Citation
@inproceedings{monwar2013rank, title={Rank information fusion for challenging ocular image recognition}, author={Monwar, Md Maruf and Kumar, BVK Vijaya and \emph{\underline{Vishnu Naresh Boddeti}} and Smereka, Jonathon M}, booktitle={IEEE International Conference on Cognitive Informatics \& Cognitive Computing (ICCI*CC)}, pages={175--181}, year={2013}, organization={IEEE}, note = {(Acceptance Rate: N/A)}, keywords={Other} }
2012
Preprints
- Boddeti, Vishnu Naresh "Advances in correlation filters: vector features, structured prediction and shape alignment", 2012
[BibTeX]
BibTeX Citation
@phdthesis{boddeti2012advances, title={Advances in correlation filters: vector features, structured prediction and shape alignment}, author={Boddeti, Vishnu Naresh}, year={2012}, school={Carnegie Mellon University}, keywords={Correlation Filters} }
Conferences
- Ross, Arun and Jillela, Raghavender and Smereka, Jonathon M and Vishnu Naresh Boddeti and Kumar, BVK Vijaya and Barnard, Ryan and Hu, Xiaofei and Pauca, Paul and Plemmons, Robert "Matching highly non-ideal ocular images: An information fusion approach", International Conference on Biometrics (ICB) 2012 (Oral, acceptance rate 15%)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{ross2012matching, title={Matching highly non-ideal ocular images: An information fusion approach}, author={Ross, Arun and Jillela, Raghavender and Smereka, Jonathon M and \emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya and Barnard, Ryan and Hu, Xiaofei and Pauca, Paul and Plemmons, Robert}, booktitle={International Conference on Biometrics (ICB)}, pages={446--453}, year={2012}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2012-icb-periocular-fusion.pdf}, addendum = {(Oral)}, note = {(Acceptance Rate: 15\% for oral)}, keywords={Other} } - Shafer, Ilari and Ren, Kai and Vishnu Naresh Boddeti and Abe, Yoshihisa and Ganger, Gregory R and Faloutsos, Christos "Rainmon: an integrated approach to mining bursty timeseries monitoring data", ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) 2012 (Oral, acceptance rate 17.6%)
[Paper] / [Code] / [BibTeX]
BibTeX Citation
@inproceedings{shafer2012rainmon, title={Rainmon: an integrated approach to mining bursty timeseries monitoring data}, author={Shafer, Ilari and Ren, Kai and \emph{\underline{Vishnu Naresh Boddeti}} and Abe, Yoshihisa and Ganger, Gregory R and Faloutsos, Christos}, booktitle={ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)}, pages={1158--1166}, year={2012}, organization={ACM}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2012-kdd-rainmon.pdf}, code = {https://github.com/mrcaps/rainmon}, addendum = {(Oral)}, note = {(Acceptance Rate: 17.6\%)}, keywords={Other} }
Workshops
- Siena, Stephen and Vishnu Naresh Boddeti and Kumar, BVK Vijaya "Coupled marginal fisher analysis for low-resolution face recognition", European Conference on Computer Vision Workshop (ECCVW) 2012
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{siena2012coupled, title={Coupled marginal fisher analysis for low-resolution face recognition}, author={Siena, Stephen and \emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya}, booktitle={European Conference on Computer Vision Workshop (ECCVW)}, pages={240--249}, year={2012}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2012-eccvw-cmfa.pdf}, note = {(Acceptance Rate: N/A)}, keywords={Other} }
2011
Conferences
- Vishnu Naresh Boddeti and Smereka, Jonathon M and Kumar, BVK Vijaya "A comparative evaluation of iris and ocular recognition methods on challenging ocular images", International Joint Conference on Biometrics (IJCB) 2011 (Oral, acceptance rate 10%)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{boddeti2011comparative, title={A comparative evaluation of iris and ocular recognition methods on challenging ocular images}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Smereka, Jonathon M and Kumar, BVK Vijaya}, booktitle={International Joint Conference on Biometrics (IJCB)}, year={2011}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2011-ijcb-periocular.pdf}, addendum = {(Oral)}, note = {(Acceptance Rate: 10\% for oral)}, keywords={Correlation Filters} } - Vishnu Naresh Boddeti and Kumar, BVK Vijaya and Ramkumar, Krishnan "Improved iris segmentation based on local texture statistics.", Asilomar Conference on Signals, Systems and Computers (ACSSC) 2011
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{boddeti2011improved, title={Improved iris segmentation based on local texture statistics.}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya and Ramkumar, Krishnan}, booktitle={Asilomar Conference on Signals, Systems and Computers (ACSSC)}, pages={2147--2151}, year={2011}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2011-asilomar-segmentation.pdf}, note = {(Acceptance Rate: N/A)}, keywords={Other} }
2010
Journals
- Vishnu Naresh Boddeti and Kumar, BVK Vijaya "Extended-depth-of-field iris recognition using unrestored wavefront-coded imagery", IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans (SMC-A) 2010
[Paper] / [BibTeX]
BibTeX Citation
@article{boddeti2010extended, title={Extended-depth-of-field iris recognition using unrestored wavefront-coded imagery}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Kumar, BVK Vijaya}, journal={IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans (SMC-A)}, volume={40}, number={3}, pages={495--508}, year={2010}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2010-smca-wavefront-coding.pdf}, keywords={Correlation Filters} }
2009
Conferences
- Vishnu Naresh Boddeti and Su, Fei and Kumar, B. V. K. Vijaya "A biometric key-binding and template protection framework using correlation filters", International Conference on Biometrics (ICB) 2009
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{boddeti2009biometric, title={A biometric key-binding and template protection framework using correlation filters}, author={\emph{\underline{Vishnu Naresh Boddeti}} and Su, Fei and Kumar, B. V. K. Vijaya}, booktitle={International Conference on Biometrics (ICB)}, pages={919--929}, year={2009}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2009-icb-biometric-keybinding.pdf}, note = {(Acceptance Rate: exact number unknown, usually around 30\%)}, keywords={Correlation Filters} }
2008
Conferences
- Vishnu Naresh Boddeti and B. V. K. Vijaya Kumar "Extended depth of field iris recognition with correlation filters", IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS) 2008 (Oral)
[Paper] / [BibTeX]
BibTeX Citation
@inproceedings{boddeti2008extended, title={Extended depth of field iris recognition with correlation filters}, author={\emph{\underline{Vishnu Naresh Boddeti}} and B. V. K. Vijaya Kumar}, booktitle={IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS)}, year={2008}, url = {http://hal.cse.msu.edu/assets/pdfs/papers/2008-btas-wavefront-coding.pdf}, addendum = {(Oral)}, note = {(Acceptance Rate: exact number unknown, usually around 10\% for oral)}, keywords={Correlation Filters} }
2007
Preprints
- Boddeti, Vishnu Naresh "Super Resolution", 2007
[BibTeX]
BibTeX Citation
@mastersthesis{boddeti2007super, title={Super Resolution}, author={Boddeti, Vishnu Naresh}, year={2007}, school={Indian Institute of Technology Madras}, type={Bachelor's Thesis} }