University of Maryland, College Park（马里兰大学帕克分校）

2509.26621 2025-10-01 cs.CV

HART: Human Aligned Reconstruction Transformer

Xiyi Chen, Shaofei Wang, Marko Mihajlovic, Taewon Kang, Sergey Prokudin, Ming Lin

机构 * University of Maryland, College Park（马里兰大学学院公园分校）； State Key Laboratory of General Artificial Intelligence, BIGAI（通用人工智能国家重点实验室，BIGAI）； ETH Zurich（苏黎世联邦理工学院）

Comments Project page: https://xiyichen.github.io/hart

2504.13220 2025-10-01 cs.CV cs.LG

SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification

Ummay Maria Muna, Md. Mehedi Hasan Shawon, Md Jobayer, Sumaiya Akter, Saifur Rahman Sabuj

机构 * Department of Electrical and Electronic Engineering, BRAC University（电子与电气工程系，布拉克大学）； Department of Electrical and Computer Engineering, University of Maryland College Park（电气与计算机工程系，马里兰大学学院公园分校）

Comments 11 pages

Journal ref IEEE Access 13 (2025) 158855 - 158869

2502.16736 2025-10-01 cs.LG cs.AI

Adaptive Conformal Guidance for Learning under Uncertainty

Rui Liu, Peng Gao, Yu Shen, Ming Lin, Pratap Tokekar

机构 * University of Maryland, College Park（马里兰大学 College Park 分校）； Adobe Research（Adobe 研究）