Barry Li

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upvoted 4 papers 29 days ago

AnyCap Project: A Unified Framework, Dataset, and Benchmark for Controllable Omni-modal Captioning

Paper • 2507.12841 • Published Jul 17 • 40

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning

Paper • 2507.14137 • Published Jul 18 • 33

ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning

Paper • 2507.16815 • Published Jul 22 • 37

Pixels, Patterns, but No Poetry: To See The World like Humans

Paper • 2507.16863 • Published Jul 21 • 68

upvoted a paper about 1 month ago

Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models

Paper • 2507.07104 • Published Jul 9 • 45

upvoted a paper 2 months ago

UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation

Paper • 2506.17202 • Published Jun 20 • 10

upvoted 2 papers 3 months ago

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

Paper • 2506.03147 • Published Jun 3 • 58

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

Paper • 2506.02161 • Published Jun 2 • 12

upvoted 3 papers 4 months ago

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

Paper • 2504.11468 • Published Apr 10 • 29

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

Paper • 2504.13837 • Published Apr 18 • 134

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

Paper • 2504.15280 • Published Apr 21 • 25

upvoted a paper 5 months ago

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

Paper • 2503.18013 • Published Mar 23 • 20

upvoted 8 papers 6 months ago

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

Paper • 2503.07536 • Published Mar 10 • 89

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 • 32

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 • 82