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upvoted 6 papers about 1 month ago

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

Paper • 2608.17253 • Published Aug 19 • 98

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

Paper • 2608.14036 • Published Aug 14 • 81

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

Paper • 2608.16072 • Published Aug 17 • 50

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 126

MatrAIx: Simulating the World with 8.3 Billion Persona Agents

Paper • 2608.04205 • Published Aug 4 • 54

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published Aug 9 • 180

upvoted a paper about 2 months ago

Progress Reward Modeling for Robotic Learning: A Comprehensive Survey

Paper • 2607.21655 • Published Jul 22 • 111

upvoted 2 papers 2 months ago

Visual Contrastive Self-Distillation

Paper • 2607.21556 • Published Jul 23 • 51

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

Paper • 2607.06553 • Published Jul 9 • 15

upvoted a paper 4 months ago

SPACENUM: Revisiting Spatial Numerical Understanding in VLMs

Paper • 2605.23898 • Published May 22 • 7

upvoted 2 papers 5 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

upvoted 3 papers 6 months ago

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

Paper • 2604.04746 • Published Apr 8 • 72

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

Paper • 2603.22281 • Published Mar 23 • 22

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

Paper • 2603.22285 • Published Mar 23 • 50

upvoted an article 7 months ago

view article

Article

Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty?

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zhangchenxu

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Feb 25

• 15

upvoted 4 papers 7 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 202

SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Paper • 2602.12670 • Published Feb 13 • 66

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

Paper • 2602.10388 • Published Feb 11 • 87

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

Paper • 2602.02192 • Published Feb 2 • 13