Soumye Singhal

13 papers A* 2A 1Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adversarial Training of Reward Models. CoRR Alexander Bukharin, Haifeng Qian, Shengyang Sun, Adithya Renduchintala, Soumye Singhal, Zhilin Wang, Oleksii Kuchaiev, Olivier Delalleau, Tuo Zhao
2025	J	`jnl`	Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective. Trans. Mach. Learn. Res. Sahil Verma, Gantavya Bhatt, Avi Schwarzschild, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P. Dickerson, Pin-Yu Chen, Jeff A. Bilmes
2025	J	`jnl`	Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment. CoRR Shengyang Sun, Yian Zhang, Alexander Bukharin, David Mosallanezhad, Jiaqi Zeng, Soumye Singhal, Gerald Shen, Adithya Renduchintala, Tugrul Konuk, Yi Dong, Zhilin Wang, Dmitry Chichkov, Olivier Delalleau, Oleksii Kuchaiev
2023	J	`jnl`	Effective Backdoor Mitigation Depends on the Pre-training Objective. CoRR Sahil Verma, Gantavya Bhatt, Avi Schwarzschild, Soumye Singhal, Arnav Mohanty Das, Chirag Shah, John P. Dickerson, Jeff A. Bilmes
2022	A*	`conf`	Multi-label Iterated Learning for Image Classification with Label Ambiguity. CVPR Sai Rajeswar, Pau Rodríguez, Soumye Singhal, David Vázquez, Aaron C. Courville
2021	J	`jnl`	Multi-label Iterated Learning for Image Classification with Label Ambiguity. CoRR Sai Rajeswar, Pau Rodríguez, Soumye Singhal, David Vázquez, Aaron C. Courville
2020	A*	`conf`	Countering Language Drift with Seeded Iterated Learning. ICML Yuchen Lu, Soumye Singhal, Florian Strub, Aaron C. Courville, Olivier Pietquin
2020	J	`jnl`	Countering Language Drift with Seeded Iterated Learning. CoRR Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
2020	A	`conf`	Jointly Trained Image and Video Generation using Residual Vectors. WACV Yatin Dandi, Aniket Das, Soumye Singhal, Vinay P. Namboodiri, Piyush Rai
2020	—	`conf`	Supervised Seeded Iterated Learning for Interactive Language Learning. EMNLP (1) Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
2020	J	`jnl`	Supervised Seeded Iterated Learning for Interactive Language Learning. CoRR Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
2019	J	`jnl`	Jointly Trained Image and Video Generation using Residual Vectors. CoRR Yatin Dandi, Aniket Das, Soumye Singhal, Vinay P. Namboodiri, Piyush Rai
2019	—	`conf`	Recall Traces: Backtracking Models for Efficient Reinforcement Learning. ICLR (Poster) Anirudh Goyal, Philemon Brakel, William Fedus, Soumye Singhal, Timothy P. Lillicrap, Sergey Levine, Hugo Larochelle, Yoshua Bengio