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upvoted a paper 11 days ago

SciForma: Structure-Faithful Generation of Scientific Diagrams

Paper • 2607.18091 • Published 15 days ago • 22

upvoted a paper 24 days ago

Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training

Paper • 2607.01232 • Published Jul 2 • 8

upvoted 5 papers 2 months ago

Convex Low-resource Accent-Robust Language Detection in Speech Recognition

Paper • 2605.23235 • Published May 22 • 6

GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration

Paper • 2605.31039 • Published May 29 • 46

GenRecon: Bridging Generative Priors for Multi-View 3D Scene Reconstruction

Paper • 2605.23888 • Published May 22 • 17

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 191

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published May 12 • 196

upvoted 3 papers 3 months ago

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Paper • 2605.13941 • Published May 13 • 24

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 238

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key

Paper • 2605.06638 • Published May 7 • 16

upvoted 3 papers 4 months ago

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 639

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published Apr 9 • 116

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

upvoted 5 papers 5 months ago

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

Paper • 2603.19235 • Published Mar 19 • 95

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 199

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

Paper • 2602.10693 • Published Feb 11 • 221

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 267

upvoted 2 papers 6 months ago

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

Paper • 2602.10388 • Published Feb 11 • 246

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

Paper • 2602.07274 • Published Feb 6 • 212