Byung-Kwan Lee

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upvoted 2 papers 11 days ago

OpenVoxel: Training-Free Grouping and Captioning Voxels for Open-Vocabulary 3D Scene Understanding

Paper • 2601.09575 • Published 12 days ago • 25

Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning

Paper • 2601.09708 • Published 12 days ago • 50

upvoted a paper 17 days ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published 18 days ago • 208

upvoted a paper 26 days ago

SurgWorld: Learning Surgical Robot Policies from Videos via World Modeling

Paper • 2512.23162 • Published 28 days ago • 11

upvoted 2 papers 27 days ago

Quantile Rendering: Efficiently Embedding High-dimensional Feature on 3D Gaussian Splatting

Paper • 2512.20927 • Published Dec 24, 2025 • 16

Masking Teacher and Reinforcing Student for Distilling Vision-Language Models

Paper • 2512.22238 • Published Dec 23, 2025 • 27

upvoted 4 papers about 1 month ago

NVIDIA Nemotron 3: Efficient and Open Intelligence

Paper • 2512.20856 • Published Dec 24, 2025 • 35

Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

Paper • 2512.20848 • Published Dec 23, 2025 • 35

JustRL: Scaling a 1.5B LLM with a Simple RL Recipe

Paper • 2512.16649 • Published Dec 18, 2025 • 26

Zoom-Zero: Reinforced Coarse-to-Fine Video Understanding via Temporal Zoom-in

Paper • 2512.14273 • Published Dec 16, 2025 • 9

upvoted 3 papers about 2 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 253

Qwen3-VL Technical Report

Paper • 2511.21631 • Published Nov 26, 2025 • 151

RefineBench: Evaluating Refinement Capability of Language Models via Checklists

Paper • 2511.22173 • Published Nov 27, 2025 • 15

upvoted 3 papers 2 months ago

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 93

Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs

Paper • 2511.16664 • Published Nov 20, 2025 • 27

Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 109

upvoted 4 papers 3 months ago

NVIDIA Nemotron Nano V2 VL

Paper • 2511.03929 • Published Nov 6, 2025 • 28

Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence

Paper • 2510.20579 • Published Oct 23, 2025 • 56

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published Oct 21, 2025 • 84

Unified Reinforcement and Imitation Learning for Vision-Language Models

Paper • 2510.19307 • Published Oct 22, 2025 • 31