Singhal, Soumye

6 publications

TMLR 2025 Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-Training Objective Sahil Verma, Gantavya Bhatt, Avi Schwarzschild, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P Dickerson, Pin-Yu Chen, Jeff Bilmes

NeurIPSW 2023 Effective Backdoor Mitigation Depends on the Pre-Training Objective Sahil Verma, Gantavya Bhatt, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P Dickerson, Jeff Bilmes

CVPR 2022 Multi-Label Iterated Learning for Image Classification with Label Ambiguity Sai Rajeswar, Pau Rodríguez, Soumye Singhal, David Vazquez, Aaron Courville

ICML 2020 Countering Language Drift with Seeded Iterated Learning Yuchen Lu, Soumye Singhal, Florian Strub, Aaron Courville, Olivier Pietquin

WACV 2020 Jointly Trained Image and Video Generation Using Residual Vectors Yatin Dandi, Aniket Das, Soumye Singhal, Vinay Namboodiri, Piyush Rai

ICLR 2019 Recall Traces: Backtracking Models for Efficient Reinforcement Learning Anirudh Goyal, Philemon Brakel, William Fedus, Soumye Singhal, Timothy Lillicrap, Sergey Levine, Hugo Larochelle, Yoshua Bengio