Ariadne: A Controllable Framework for Probing and Extending VLM Reasoning Boundaries Paper • 2511.00710 • Published 19 days ago • 4 • 2
M3Ret: Unleashing Zero-shot Multimodal Medical Image Retrieval via Self-Supervision Paper • 2509.01360 • Published Sep 1 • 11 • 1
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning Paper • 2506.01713 • Published Jun 2 • 48 • 2
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL Paper • 2505.17952 • Published May 23 • 20 • 2
NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI Paper • 2505.14064 • Published May 20 • 18 • 2
Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions Paper • 2503.03278 • Published Mar 5 • 14 • 2
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Paper • 2502.19634 • Published Feb 26 • 63 • 3