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upvoted a paper 1 day ago

When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning

Paper • 2603.21289 • Published 10 days ago • 34

upvoted 2 papers 3 days ago

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

Paper • 2603.25716 • Published 6 days ago • 145

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

Paper • 2603.25746 • Published 6 days ago • 149

upvoted a paper 7 days ago

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

Paper • 2603.22458 • Published 9 days ago • 131

upvoted 2 papers 13 days ago

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding

Paper • 2603.19235 • Published 13 days ago • 93

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published 15 days ago • 306

upvoted a paper 18 days ago

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published 28 days ago • 210

upvoted a paper 27 days ago

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published 30 days ago • 191

upvoted a paper 28 days ago

Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?

Paper • 2603.03202 • Published 29 days ago • 17

upvoted 5 papers about 1 month ago

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 151

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 517

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 262

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 220

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 170

upvoted 4 papers about 2 months ago

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 208

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 244

Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning

Paper • 2602.11748 • Published Feb 12 • 35

The Devil Behind Moltbook: Anthropic Safety is Always Vanishing in Self-Evolving AI Societies

Paper • 2602.09877 • Published Feb 10 • 197