Dmitrii Karanov

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upvoted 11 papers 5 months ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 355

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

Paper • 2602.10388 • Published Feb 11 • 246

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

ERNIE 5.0 Technical Report

Paper • 2602.04705 • Published Feb 4 • 269

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 290

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 274

World Action Models are Zero-shot Policies

Paper • 2602.15922 • Published Feb 17 • 20

Learning Humanoid End-Effector Control for Open-Vocabulary Visual Loco-Manipulation

Paper • 2602.16705 • Published Feb 18 • 26

Recurrent-Depth VLA: Implicit Test-Time Compute Scaling of Vision-Language-Action Models via Latent Iterative Reasoning

Paper • 2602.07845 • Published Feb 8 • 71

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 118

Green-VLA: Staged Vision-Language-Action Model for Generalist Robots

Paper • 2602.00919 • Published Jan 31 • 322