Johns Hopkins University（约翰斯·霍普金斯大学）

Enhancing Explainability in Solar Energetic Particle Event Prediction: A Global Feature Mapping Approach

Anli Ji, Pranjal Patil, Chetraj Pandey, Manolis K. Georgoulis, Berkay Aydin

机构 * Dept. of Computer Science, California State University, Fullerton, CA, USA（加州州立大学富尔顿分校计算机科学系） ； Dept. of Computer Science, Georgia State University, Atlanta, GA, USA（佐治亚州立大学计算机科学系） ； Dept. of Computer Science, Texas Christian University, Fort Worth, TX, USA（德克萨斯基督教大学计算机科学系） ； Applied Physics Laboratory, Johns Hopkins University, Laurel, MD, USA（约翰霍普金斯大学应用物理实验室） 纠错

Comments 10 pages, 3 Figures. This is a pre-print of an accepted paper at ICDMW: SABID 2025

Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs

Zhongyang Li, Ziyue Li, Tianyi Zhou

机构 * Johns Hopkins University（约翰霍普金斯大学） ； University of Maryland, College Park（马里兰大学学院公园分校） 纠错

Re-envisioning Euclid Galaxy Morphology: Identifying and Interpreting Features with Sparse Autoencoders

John F. Wu, Michael Walmsley

机构 * Space Telescope Science Institute（太空望远镜科学研究所） ； Johns Hopkins University（约翰霍普金斯大学） ； University of Toronto（多伦多大学） 纠错

Comments Authors contributed equally to this work. Accepted to NeurIPS Machine Learning and the Physical Sciences Workshop. See trained model at https://huggingface.co/mwalmsley/euclid-rr2-mae, HuggingFace demo at https://huggingface.co/spaces/mwalmsley/euclid_masked_autoencoder, and code at https://github.com/jwuphysics/euclid-galaxy-morphology-saes

RAFT -- A Domain Adaptation Framework for RGB & LiDAR Semantic Segmentation

Edward Humes, Xiaomin Lin, Boxun Hu, Rithvik Jonna, Tinoosh Mohsenin

机构 * Department of Electrical and Computer Engineering, Johns Hopkins University（约翰霍普金斯大学电气与计算机工程系） ； Department of Electrical Engineering, University of South Florida（佛罗里达州立大学电气工程系） 纠错

Comments Submitted to RA-L

Prospective Learning in Retrospect

Yuxin Bai, Cecelia Shuai, Ashwin De Silva, Siyu Yu, Pratik Chaudhari, Joshua T. Vogelstein

机构 * Johns Hopkins University（约翰霍普金斯大学） ； University of Pennsylvania（宾夕法尼亚大学） 纠错

Comments Accepted to AGI 2025