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Byung-Kwan Lee

BK-Lee

https://sites.google.com/view/byungkwanlee

AI & ML interests

Computer Vision, Machine Learning, Vision Language Models

Recent Activity

upvoted a paper 2 days ago

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

upvoted a paper 6 days ago

Kimi-VL Technical Report

upvoted a paper 6 days ago

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

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Organizations

BK-Lee's activity

upvoted a paper 2 days ago

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Paper • 2504.10479 • Published 2 days ago • 197

upvoted 3 papers 6 days ago

Kimi-VL Technical Report

Paper • 2504.07491 • Published 7 days ago • 110

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Paper • 2504.07934 • Published 6 days ago • 14

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published 15 days ago • 73

upvoted a paper 15 days ago

Open-Qwen2VL: Compute-Efficient Pre-Training of Fully-Open Multimodal LLMs on Academic Resources

Paper • 2504.00595 • Published 16 days ago • 34

upvoted a paper 19 days ago

Video-R1: Reinforcing Video Reasoning in MLLMs

Paper • 2503.21776 • Published 20 days ago • 76

upvoted a paper 21 days ago

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published 22 days ago • 134

upvoted a paper 23 days ago

OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement

Paper • 2503.17352 • Published 26 days ago • 22

upvoted a paper 24 days ago

Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't

Paper • 2503.16219 • Published 27 days ago • 46

upvoted 2 papers 27 days ago

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Paper • 2503.16419 • Published 27 days ago • 68

Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

Paper • 2503.15558 • Published 29 days ago • 45

upvoted 2 papers 28 days ago

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 76

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published 29 days ago • 117

upvoted 2 papers 29 days ago

Transformers without Normalization

Paper • 2503.10622 • Published Mar 13 • 155

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

Paper • 2503.07536 • Published Mar 10 • 84

upvoted 3 papers about 1 month ago

upvoted a paper about 2 months ago

Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 181