전체 전문분석자료

전문분석자료

Academic · 약 1분

Reinforcement-aware Knowledge Distillation for LLM Reasoning

arXiv:2602.22495v1 Announce Type: new Abstract: Reinforcement learning (RL) post-training has recently driven major gains in long chain-of-thought reasoning large language models (LLMs), but the high …

Zhaoyang Zhang, Shuli Jiang, Yantao Shen, Yuting Zhang, Dhananjay Ram, Shuo Yang, Zhuowen Tu, Wei Xia, Stefano Soatto
조회수 34회
Academic · 약 1분

Sharp Convergence Rates for Masked Diffusion Models

arXiv:2602.22505v1 Announce Type: new Abstract: Discrete diffusion models have achieved strong empirical performance in text and other symbolic domains, with masked (absorbing-rate) variants emerging as …

Yuchen Liang, Zhiheng Tan, Ness Shroff, Yingbin Liang
조회수 47회
Academic · 약 1분

Predicting Tennis Serve directions with Machine Learning

arXiv:2602.22527v1 Announce Type: new Abstract: Serves, especially first serves, are very important in professional tennis. Servers choose their serve directions strategically to maximize their winning …

Ying Zhu, Ruthuparna Naikar
조회수 148회
Academic · 약 1분

Coarse-to-Fine Learning of Dynamic Causal Structures

arXiv:2602.22532v1 Announce Type: new Abstract: Learning the dynamic causal structure of time series is a challenging problem. Most existing approaches rely on distributional or structural …

Dezhi Yang, Qiaoyu Tan, Carlotta Domeniconi, Jun Wang, Lizhen Cui, Guoxian Yu
조회수 40회
Academic · 약 1분

Copyright Protection for AI-Generated Works

Since the 2010s, artificial intelligence (AI) has quickly grown from another subset of machine learning (ie deep learning) in particular with recent advances in generative …

Faye F Wang
조회수 72회