Refinement via Regeneration: Enlarging Modification Space Boosts Image Refinement in Unified Multimodal Models
Paper • 2604.25636 • Published • 24
Luca Zhang
ZHHJemotion
AI & ML interests
VLM and MLLM
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SigLIP 2: A better multilingual vision language encoder
- +1
ariG23498, merve, qubvel-hf
• • 217 upvoted 3
papers 12 months ago
TTRL: Test-Time Reinforcement Learning
Paper • 2504.16084 • Published • 123
LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion
Paper • 2507.02813 • Published • 60
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models
Paper • 2506.06395 • Published • 135
upvoted 2
articles about 1 year ago
Article
Illustrating Reinforcement Learning from Human Feedback (RLHF)
- +2
natolambert, LouisCastricato, lvwerra, Dahoas
• • 418 Article
DeepSeek-R1 Dissection: Understanding PPO & GRPO Without Any Prior Reinforcement Learning Knowledge
NormalUhr
• • 295 upvoted 6
papers about 1 year ago
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
Paper • 2506.01939 • Published • 190
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Paper • 2505.03335 • Published • 191
Describe Anything: Detailed Localized Image and Video Captioning
Paper • 2504.16072 • Published • 66
CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning
Paper • 2504.13820 • Published • 16
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Paper • 2504.13837 • Published • 141
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Paper • 2503.12605 • Published • 35