Barry Li

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upvoted a paper 9 days ago

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Paper • 2506.03147 • Published 11 days ago • 58

upvoted a paper 11 days ago

TIIF-Bench: How Does Your T2I Model Follow Your Instructions?

Paper • 2506.02161 • Published 12 days ago • 12

upvoted 3 papers about 2 months ago

SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models

Paper • 2504.11468 • Published Apr 10 • 28

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 128

Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs

Paper • 2504.15280 • Published Apr 21 • 23

upvoted 9 papers 3 months ago

Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning

Paper • 2503.18013 • Published Mar 23 • 19

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10 • 86

Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7 • 124

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Paper • 2503.06749 • Published Mar 9 • 30

Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement

Paper • 2503.06520 • Published Mar 9 • 11

MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning

Paper • 2503.07365 • Published Mar 10 • 62

LINGOLY-TOO: Disentangling Memorisation from Reasoning with Linguistic Templatisation and Orthographic Obfuscation

Paper • 2503.02972 • Published Mar 4 • 25

UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface

Paper • 2503.01342 • Published Mar 3 • 8

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 80

upvoted 6 papers 4 months ago

AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Paper • 2502.13943 • Published Feb 19 • 8

Thinking Preference Optimization

Paper • 2502.13173 • Published Feb 17 • 17

Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 193

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Paper • 2501.13106 • Published Jan 22 • 91

Next Block Prediction: Video Generation via Semi-Autoregressive Modeling

Paper • 2502.07737 • Published Feb 11 • 9

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Paper • 2502.07640 • Published Feb 11 • 8