Cho Sung-min

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upvoted 2 papers 3 days ago

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published 7 days ago • 119

InterLV-Search: Benchmarking Interleaved Multimodal Agentic Search

Paper • 2605.07510 • Published 6 days ago • 5

upvoted 7 papers about 1 month ago

Paper Espresso: From Paper Overload to Research Insight

Paper • 2604.04562 • Published Apr 6 • 13

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 501

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 289

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published Apr 9 • 115

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 628

LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model

Paper • 2604.02097 • Published Apr 2 • 32

Gen-Searcher: Reinforcing Agentic Search for Image Generation

Paper • 2603.28767 • Published Mar 30 • 58

upvoted 3 papers about 2 months ago

SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing

Paper • 2603.19228 • Published Mar 19 • 68

Efficient Reasoning with Balanced Thinking

Paper • 2603.12372 • Published Mar 12 • 149

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Paper • 2603.15612 • Published Mar 16 • 153

upvoted 5 papers 3 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 523

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 220

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 216

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 244

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 210