Barry Li

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upvoted a paper 8 days ago

Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published 11 days ago • 59

upvoted a paper about 2 months ago

Continuous Autoregressive Language Models

Paper • 2510.27688 • Published Oct 31, 2025 • 70

upvoted a paper 2 months ago

Unified Reinforcement and Imitation Learning for Vision-Language Models

Paper • 2510.19307 • Published Oct 22, 2025 • 30

upvoted a paper 4 months ago

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Paper • 2509.07969 • Published Sep 9, 2025 • 58

upvoted 4 papers 5 months ago

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

Paper • 2507.12841 • Published Jul 17, 2025 • 41

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning

Paper • 2507.14137 • Published Jul 18, 2025 • 34

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

Paper • 2507.16815 • Published Jul 22, 2025 • 39

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

Paper • 2507.16863 • Published Jul 21, 2025 • 68

upvoted 2 papers 6 months ago

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

Paper • 2507.07104 • Published Jul 9, 2025 • 45

UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation

Paper • 2506.17202 • Published Jun 20, 2025 • 10

upvoted 2 papers 7 months ago

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

Paper • 2506.03147 • Published Jun 3, 2025 • 58

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

Paper • 2506.02161 • Published Jun 2, 2025 • 13

upvoted 3 papers 8 months ago

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

Paper • 2504.11468 • Published Apr 10, 2025 • 30

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

Paper • 2504.13837 • Published Apr 18, 2025 • 139

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

Paper • 2504.15280 • Published Apr 21, 2025 • 25

upvoted a paper 9 months ago

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

Paper • 2503.18013 • Published Mar 23, 2025 • 20

upvoted 4 papers 10 months ago

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

Paper • 2503.07536 • Published Mar 10, 2025 • 88

Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7, 2025 • 122

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

Paper • 2503.06749 • Published Mar 9, 2025 • 31

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

Paper • 2503.06520 • Published Mar 9, 2025 • 11