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

Learning Biomolecular Motion: The Physics-Informed Machine Learning Paradigm

Aaryesh Deshpande

机构 * School of Biological Sciences, Georgia Institute of Technology（生物科学学院，佐治亚理工学院） 纠错

Comments 31 pages, 4 figures, 3 tables. Review article

From Invariant Representations to Invariant Data: Provable Robustness to Spurious Correlations via Noisy Counterfactual Matching

Ruqi Bai, Yao Ji, Zeyu Zhou, David I. Inouye

机构 * Purdue University（普渡大学） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets

Ghazal Kaviani, Reza Marzban, Ghassan AlRegib

机构 * School of Electrical and Computer Engineering（电气与计算机工程学院） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation

Hongyuan Yu, Cheng Wan, Xiyang Dai, Mengchen Liu, Dongdong Chen, Bin Xiao, Yan Huang, Yuan Lu, Liang Wang

机构 * The Multimedia Department, Xiaomi Inc. (XIAOMI)（小米公司多媒体部门） ； Georgia Institute of Technology (GATECH)（佐治亚理工学院） ； Center for Research on Intelligent Perception and Computing (CRIPAC)（智能感知与计算研究中心） ； National Laboratory of Pattern Recognition (NLPR)（模式识别国家实验室） ； University of Chinese Academy of Sciences (UCAS)（中国科学院大学） ； Microsoft Inc.（微软公司） 纠错

Comments 24 pages, 5 figures, published at Neurocomputing

A Graph Laplacian Eigenvector-based Pre-training Method for Graph Neural Networks

Howard Dai, Nyambura Njenga, Hiren Madhu, Siddharth Viswanath, Ryan Pellico, Ian Adelstein, Smita Krishnaswamy

机构 * Yale University（耶鲁大学） ； Georgia Institute of Technology（佐治亚理工学院） ； Trinity College（三一学院） 纠错

MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control

Yuchen Zhu, Wei Guo, Jaemoo Choi, Guan-Horng Liu, Yongxin Chen, Molei Tao

机构 * Georgia Institute of Technology（佐治亚理工学院） ； FAIR at Meta（Meta的FAIR） 纠错

Comments NeurIPS 2025

ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations

Minwoo Cho, Jaehwi Jang, Daehyung Park

机构 * Korea Advanced Institute of Science and Technology（韩国科学技术院） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

Comments 8 pages, 6 figures, IEEE Robotics and Automation Letters (RA-L)

Feasibility of Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations

Xiaofan Mu, Merna Bibars, Salman Seyedi, Iris Zheng, Zifan Jiang, Liu Chen, Bolaji Omofojoye, Rachel Hershenberg, Allan I. Levey, Gari D. Clifford, Hiroko H. Dodge, Hyeokhyen Kwon

机构 * Department of Computer Science, Emory University（计算机科学系，埃默里大学） ； The Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology（生物医学工程系，埃默里大学和佐治亚理工学院） ； Department of Systems and Biomedical Engineering, Cairo University（系统与生物医学工程系，开罗大学） ； Department of Biomedical Informatics, Emory University（生物医学信息学系，埃默里大学） ； Department of Neurology, Massachusetts General Hospital, Harvard Medical School（神经病学系，麻省总医院，哈佛医学院） ； Department of Psychiatry and Behavioral Sciences, Emory University（精神病学与行为科学系，埃默里大学） 纠错