Roy, Soumya

4 publications

ICLR 2026 FastFlow: Accelerating the Generative Flow Matching Models with Bandit Inference Divya Jyoti Bajpai, Dhruv Bhardwaj, Soumya Roy, Tejas Duseja, Harsh Agarwal, Aashay Sandansing, Manjesh Kumar Hanawal

ICLR 2026 TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He

WACV 2024 Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning Soumya Roy, Vinay Verma, Deepak Gupta

WACV 2021 Can Selfless Learning Improve Accuracy of a Single Classification Task? Soumya Roy, Bharat Bhusan Sau