DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding Paper • 2505.19201 • Published May 25, 2025 • 1
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs Paper • 2601.08763 • Published Jan 13 • 150
Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning Paper • 2601.09667 • Published Jan 14 • 92
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks Paper • 2507.01001 • Published Jul 1, 2025 • 47
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Paper • 2503.20757 • Published Mar 26, 2025 • 11
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding Paper • 2501.12380 • Published Jan 21, 2025 • 83
