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upvoted a paper about 9 hours ago

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

Paper • 2608.17253 • Published 1 day ago • 76

upvoted 2 papers 1 day ago

Demystifying Agent Skills: Why They Work-Until They Don't

Paper • 2608.14036 • Published 7 days ago • 152

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 4 days ago • 144

upvoted a paper 3 days ago

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published 7 days ago • 161

upvoted 2 papers 9 days ago

MatrAIx: Simulating the World with 8.3 Billion Persona Agents

Paper • 2608.04205 • Published 17 days ago • 47

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published 12 days ago • 214

upvoted a paper 23 days ago

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

Paper • 2607.21655 • Published 30 days ago • 193

upvoted a paper 27 days ago

Visual Contrastive Self-Distillation

Paper • 2607.21556 • Published 29 days ago • 52

upvoted a paper about 1 month ago

From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models

Paper • 2607.06553 • Published Jul 9 • 20

upvoted a paper 2 months ago

SPACENUM: Revisiting Spatial Numerical Understanding in VLMs

Paper • 2605.23898 • Published May 22 • 7

upvoted 3 papers 4 months ago

CocoaBench: Evaluating Unified Digital Agents in the Wild

Paper • 2604.11201 • Published Apr 13 • 37

Can Vision Language Models Infer Human Gaze Direction? A Controlled Study

Paper • 2506.05412 • Published Jun 4, 2025 • 5

Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning

Paper • 2604.04746 • Published Apr 8 • 73

upvoted 2 papers 5 months ago

ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model

Paper • 2603.22281 • Published Mar 23 • 21

VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding

Paper • 2603.22285 • Published Mar 23 • 49

upvoted an article 6 months ago

view article

Article

Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty?

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zhangchenxu

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Feb 25

• 14

upvoted 4 papers 6 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 65

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

Paper • 2602.10388 • Published Feb 11 • 247

ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning

Paper • 2602.02192 • Published Feb 2 • 13