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upvoted 3 papers about 1 month ago

DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization

Paper • 2605.31455 • Published May 29 • 6

GenClaw: Code-Driven Agentic Image Generation

Paper • 2605.30248 • Published May 28 • 41

Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

Paper • 2605.30611 • Published May 28 • 252

upvoted 4 papers about 2 months ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 432

ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement

Paper • 2605.25569 • Published May 25 • 21

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

Paper • 2605.11609 • Published May 12 • 196

Matérn Noise for Triangulation-Agnostic Flow Matching on Meshes

Paper • 2605.19305 • Published May 19 • 6

upvoted 5 papers 2 months ago

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 60

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

Paper • 2605.13941 • Published May 13 • 24

SEIF: Self-Evolving Reinforcement Learning for Instruction Following

Paper • 2605.07465 • Published May 8 • 30

MiA-Signature: Approximating Global Activation for Long-Context Understanding

Paper • 2605.06416 • Published May 7 • 57

upvoted 4 papers 3 months ago

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

Paper • 2604.08546 • Published Apr 9 • 116

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

Paper • 2604.02721 • Published Apr 3 • 639

Signals: Trajectory Sampling and Triage for Agentic Interactions

Paper • 2604.00356 • Published Apr 1 • 9

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 344

upvoted 4 papers 4 months ago

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 509

VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models

Paper • 2603.24575 • Published Mar 25 • 19

Efficient Reasoning with Balanced Thinking

Paper • 2603.12372 • Published Mar 12 • 151

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312