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upvoted a paper 1 day ago

VIDEOP2R: Video Understanding from Perception to Reasoning

Paper • 2511.11113 • Published 7 days ago • 99

upvoted a paper 2 days ago

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published 4 days ago • 122

upvoted a paper 16 days ago

Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs

Paper • 2510.13795 • Published Oct 15 • 56

upvoted 11 papers 2 months ago

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

Paper • 2509.13305 • Published Sep 16 • 90

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Paper • 2509.13309 • Published Sep 16 • 67

Towards General Agentic Intelligence via Environment Scaling

Paper • 2509.13311 • Published Sep 16 • 70

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

Paper • 2509.13313 • Published Sep 16 • 78

Scaling Agents via Continual Pre-training

Paper • 2509.13310 • Published Sep 16 • 115

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Paper • 2509.13312 • Published Sep 16 • 105

Reconstruction Alignment Improves Unified Multimodal Models

Paper • 2509.07295 • Published Sep 8 • 40

Visual Representation Alignment for Multimodal Large Language Models

Paper • 2509.07979 • Published Sep 9 • 83

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 99

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4 • 73

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Paper • 2509.07969 • Published Sep 9 • 59

upvoted 4 papers 3 months ago

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2 • 123

rStar2-Agent: Agentic Reasoning Technical Report

Paper • 2508.20722 • Published Aug 28 • 115

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27 • 84

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 207

upvoted a collection 3 months ago

InternVL3.5

Collection

This collection includes all released checkpoints of InternVL3.5, covering different training stages (e.g., Pretraining, SFT, MPO, Cascade RL). • 54 items • Updated Sep 28 • 103

upvoted a paper 3 months ago

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 95