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upvoted a paper 3 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published 11 days ago • 157

upvoted a paper 6 days ago

To Run or Not to Run: Analyzing the Cost-Effectiveness of Code Execution in LLM-Based Program Repair

Paper • 2606.26978 • Published 14 days ago • 4

upvoted a paper 25 days ago

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published Jun 8 • 486

upvoted 4 papers about 1 month ago

AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security

Paper • 2605.29801 • Published May 28 • 144

StreamChar: Long-Horizon Streaming Character Audio-Video Generation with Decoupled Orchestration

Paper • 2605.25659 • Published May 25 • 16

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

Paper • 2605.28816 • Published May 27 • 431

Verus-SpecGym: An Agentic Environment for Evaluating Specification Autoformalization

Paper • 2605.26457 • Published May 26 • 7

upvoted 6 papers about 2 months ago

Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search

Paper • 2605.20244 • Published May 18 • 4

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

Paper • 2605.11609 • Published May 12 • 196

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 130

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

Learning Visual Feature-Based World Models via Residual Latent Action

Paper • 2605.07079 • Published May 8 • 5

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

Paper • 2605.06169 • Published May 7 • 238

upvoted 7 papers 3 months ago

Learning to Hint for Reinforcement Learning

Paper • 2604.00698 • Published Apr 1 • 9

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

Paper • 2604.02176 • Published Apr 2 • 509

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 179

Omni123: Exploring 3D Native Foundation Models with Limited 3D Data by Unifying Text to 2D and 3D Generation

Paper • 2604.02289 • Published Apr 2 • 15

ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning

Paper • 2603.28610 • Published Mar 30 • 20

PixelSmile: Toward Fine-Grained Facial Expression Editing

Paper • 2603.25728 • Published Mar 26 • 118

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

Paper • 2603.28032 • Published Mar 30 • 344