Past Member

Vivek Sharma

Former Postdoctoral Associate
Publication

Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release

Singh, Abhishek, et al. "Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release." Thirty-seventh Conference on Neural Information Processing Systems. 2023.

Publication

Formal privacy guarantees for neural network queries by estimating local Lipschitz constant

Formal Privacy Guarantees for Neural Network queries by estimating local Lipschitz constant

Publication

DISCO: Dynamic and Invariant Sensitive Channel Obfuscation

Abhishek Singh, Ayush Chopra, Praneeth Vepakomma, Ethan Z Garza, Vivek Sharma, , Ramesh Raskar. "DISCO: Dynamic and Invariant Sensitive Channel Obfuscation." CVPR 2021

Publication

Video Face Clustering with Self-Supervised Representation Learning

Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, and Rainer Stiefelhagen. In IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM), 2019.

Publication

Deep Multimodal Feature Encoding for Video Ordering

Vivek Sharma, Makarand Tapaswi, and Rainer Stiefelhagen. In ICCV Workshop on Holistic Video Understanding (HVU), 2019.

Publication

ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations

Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang, Jayashree KalpathyCramer, and Ramesh Raskar. In NeurIPS Workshop on Robust AI in Financial Services: Data, Fairness, Explainability, Trustworthiness, and Privacy, 2019

Publication

ExpertMatcher: Automating ML Model Selection for Users in Resource Constrained Countries

Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang, Jayashree Kalpathy-Cramer, Ramesh Raskar. In NeurIPS Workshop on Machine learning for the Developing World (ML4D), 2019

Publication

Efficient Parameter-free Clustering Using First Neighbor Relations

M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019

Publication

Weakly Supervised Object Discovery By Generative Adversarial and Ranking Networks

Ali Diba, Vivek Sharma, Rainer Stiefelhagen and Luc Van Gool. In IEEE CVPR Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL), 2019

Publication

Holistic Large Scale Video Understanding

Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Juergen Gall, Rainer Stiefelhagen and Luc Van Gool . In ECCV, 2020

Publication

DynamoNet: Dynamic Action and Motion Network

Ali Diba, Vivek Sharma, Luc Van Gool, and Rainer Stiefelhagen. In IEEE International Conference on Computer Vision (ICCV), 2019.

Publication

Self-Supervised Learning of Face Representations for Video Face Clustering

Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, and Rainer Stiefelhagen. In IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2019