Полина Козлов

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upvoted a paper 7 days ago

Can Multimodal Large Language Models Understand OCT?

Paper • 2607.16609 • Published 13 days ago • 8

upvoted a paper 9 days ago

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

Paper • 2607.17423 • Published 12 days ago • 166

upvoted a paper 14 days ago

VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

Paper • 2607.14935 • Published 15 days ago • 170

upvoted a paper 28 days ago

SAM2Matting: Generalized Image and Video Matting

Paper • 2606.27339 • Published Jun 25 • 12

upvoted 2 papers about 1 month ago

TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs

Paper • 2606.09030 • Published Jun 8 • 30

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 483

upvoted 3 papers about 2 months ago

OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data

Paper • 2606.13432 • Published Jun 11 • 113

CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation

Paper • 2605.25378 • Published May 25 • 62

Count Anything

Paper • 2605.30846 • Published May 29 • 11

upvoted 4 papers 2 months ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 433

MobileMoE: Scaling On-Device Mixture of Experts

Paper • 2605.27358 • Published May 26 • 15

GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions

Paper • 2605.15764 • Published May 15 • 4

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61

upvoted 2 papers 3 months ago

End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer

Paper • 2605.00503 • Published May 1 • 13

DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off

Paper • 2604.13902 • Published Apr 15 • 62

upvoted 5 papers 4 months ago

DARE: Diffusion Large Language Models Alignment and Reinforcement Executor

Paper • 2604.04215 • Published Apr 5 • 22

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

Paper • 2604.02721 • Published Apr 3 • 639

ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning

Paper • 2603.28610 • Published Mar 30 • 20

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models

Paper • 2603.17051 • Published Mar 17 • 109

SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

Paper • 2603.16859 • Published Mar 17 • 248