Suhwan Kim

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upvoted 4 papers 3 months ago

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 69

Vanast: Virtual Try-On with Human Image Animation via Synthetic Triplet Supervision

Paper • 2604.04934 • Published Apr 6 • 48

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published Apr 6 • 236

Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs

Paper • 2603.16932 • Published Mar 14 • 91

upvoted 5 papers 6 months ago

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 215

K-EXAONE Technical Report

Paper • 2601.01739 • Published Jan 5 • 95

Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation

Paper • 2512.24271 • Published Dec 30, 2025 • 63

InsertAnywhere: Bridging 4D Scene Geometry and Diffusion Models for Realistic Video Object Insertion

Paper • 2512.17504 • Published Dec 19, 2025 • 99

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 224

upvoted a paper 7 months ago

EgoX: Egocentric Video Generation from a Single Exocentric Video

Paper • 2512.08269 • Published Dec 9, 2025 • 124

upvoted 4 papers 8 months ago

DoPE: Denoising Rotary Position Embedding

Paper • 2511.09146 • Published Nov 12, 2025 • 98

World Simulation with Video Foundation Models for Physical AI

Paper • 2511.00062 • Published Oct 28, 2025 • 46

PHUMA: Physically-Grounded Humanoid Locomotion Dataset

Paper • 2510.26236 • Published Oct 30, 2025 • 31

FARMER: Flow AutoRegressive Transformer over Pixels

Paper • 2510.23588 • Published Oct 27, 2025 • 59

upvoted a paper 9 months ago

Video models are zero-shot learners and reasoners

Paper • 2509.20328 • Published Sep 24, 2025 • 101

upvoted 5 papers 10 months ago

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

Paper • 2509.09372 • Published Sep 11, 2025 • 258

RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation

Paper • 2509.15212 • Published Sep 18, 2025 • 22

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18, 2025 • 33

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11, 2025 • 81

3D and 4D World Modeling: A Survey

Paper • 2509.07996 • Published Sep 4, 2025 • 59