University of Southern California（南加州大学）

2510.04477 2025-10-07 cs.CV cs.AI cs.CL cs.LG

MedCLM: Learning to Localize and Reason via a CoT-Curriculum in Medical Vision-Language Models

Soo Yong Kim, Suin Cho, Vincent-Daniel Yun, Gyeongyeon Hwang

机构 * A.I.MATICS Inc（A.I.MATICS公司）； Boston University（波士顿大学）； University of Southern California（南加州大学）； Heuron（Heuron公司）； MODULABS, Open Neural Networks Research Lab（MODULABS，开放神经网络研究实验室）

2510.03874 2025-10-07 cs.CV

DHQA-4D: Perceptual Quality Assessment of Dynamic 4D Digital Human

Yunhao Li, Sijing Wu, Yucheng Zhu, Huiyu Duan, Zicheng Zhang, Guangtao Zhai

机构 * Institute of Image Communication and Network Engineering（图像通信与网络工程研究所）； Shanghai Jiao Tong University（上海交通大学）； USC-SJTU Institute of Cultural and Creative Industry（USC-SJTU文化产业与创意产业研究院）

2510.03527 2025-10-07 cs.CL

Sample, Align, Synthesize: Graph-Based Response Synthesis with ConGrs

Sayan Ghosh, Shahzaib Saqib Warraich, Dhruv Tarsadiya, Gregory Yauney, Swabha Swayamdipta

机构 * University of Southern California（南加州大学）

2408.01062 2025-10-07 stat.ML cs.LG math.PR math.ST stat.TH

Universality of Kernel Random Matrices and Kernel Regression in the Quadratic Regime

Parthe Pandit, Zhichao Wang, Yizhe Zhu

机构 * Center for Machine Intelligence and Data Science Indian Institute of Technology Bombay（机器智能与数据科学中心印度理工学院班加罗尔）； International Computer Science Institute Department of Statistics University of California, Berkeley（国际计算机科学研究所统计学系加州大学伯克利分校）； Department of Mathematics University of Southern California（数学系华盛顿大学）

Comments 73 pages, 7 figures