2 papers
cs.CV2025
DA-SSL: self-supervised domain adaptor to leverage foundational models in turbt histopathology slides
Haoyue Zhang, Meera Chappidi, Erolcan Sayar +11
Recent deep learning frameworks in histopathology, particularly multiple instance learning (MIL) combined with pathology foundational models (PFMs), have shown strong performance.…
cs.LG2025
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Yiping Wang, Qing Yang, Zhiyuan Zeng +11
We show that reinforcement learning with verifiable reward using one training example (1-shot RLVR) is effective in incentivizing the math reasoning capabilities of large language…