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upvoted 2 papers 2 months ago

Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence

Paper • 2510.20470 • Published Oct 23, 2025 • 11

Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence

Paper • 2510.20579 • Published Oct 23, 2025 • 55

upvoted a paper 3 months ago

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization

Paper • 2510.13554 • Published Oct 15, 2025 • 57

upvoted 9 papers 7 months ago

VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection

Paper • 2505.20289 • Published May 26, 2025 • 10

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs

Paper • 2505.19075 • Published May 25, 2025 • 21

Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46

Sherlock: Self-Correcting Reasoning in Vision-Language Models

Paper • 2505.22651 • Published May 28, 2025 • 48

ATLAS: Learning to Optimally Memorize the Context at Test Time

Paper • 2505.23735 • Published May 29, 2025 • 22

UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29, 2025 • 22

ChARM: Character-based Act-adaptive Reward Modeling for Advanced Role-Playing Language Agents

Paper • 2505.23923 • Published May 29, 2025 • 8

Role-Playing Evaluation for Large Language Models

Paper • 2505.13157 • Published May 19, 2025 • 6

SiLVR: A Simple Language-based Video Reasoning Framework

Paper • 2505.24869 • Published May 30, 2025 • 5