Georgia Institute of Technology（佐治亚理工学院）

2510.20668 2025-10-24 cs.LG

From Masks to Worlds: A Hitchhiker's Guide to World Models

Jinbin Bai, Yu Lei, Hecong Wu, Yuchen Zhu, Shufan Li, Yi Xin, Xiangtai Li, Molei Tao, Aditya Grover, Ming-Hsuan Yang

机构 * MeissonFlow Research（MeissonFlow研究机构）； Georgia Tech（佐治亚理工学院）； UCLA（加州大学洛杉矶分校）； UC Merced（加州大学默塞德分校）

Comments Github: AGI-Lab/Awesome-World-Models" target="_blank" rel="noopener">https://github.com/M-E-AGI-Lab/Awesome-World-Models

2510.20369 2025-10-24 cs.LG

Ask a Strong LLM Judge when Your Reward Model is Uncertain

Zhenghao Xu, Qin Lu, Qingru Zhang, Liang Qiu, Ilgee Hong, Changlong Yu, Wenlin Yao, Yao Liu, Haoming Jiang, Lihong Li, Hyokun Yun, Tuo Zhao

机构 * Georgia Institute of Technology（佐治亚理工学院）； Amazon（亚马逊）

Comments NeurIPS 2025, 18 pages

2510.20335 2025-10-24 cs.RO cs.CV

Dino-Diffusion Modular Designs Bridge the Cross-Domain Gap in Autonomous Parking

Zixuan Wu, Hengyuan Zhang, Ting-Hsuan Chen, Yuliang Guo, David Paz, Xinyu Huang, Liu Ren

机构 * Bosch Research North America, Bosch Center for AI (BCAI)（博世北美研究部、博世人工智能中心）； Institute for Robotics and Intelligent Machines (IRIM), Georgia Institute of Technology（机器人与智能机器研究所、佐治亚理工学院）； Department of Computer Science, University of Southern California（计算机科学系、南加州大学）

Comments Code is at https://github.com/ChampagneAndfragrance/Dino_Diffusion_Parking_Official