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

2510.02313 2025-10-03 cs.CV

Clink! Chop! Thud! -- Learning Object Sounds from Real-World Interactions

Mengyu Yang, Yiming Chen, Haozheng Pei, Siddhant Agarwal, Arun Balajee Vasudevan, James Hays

机构 * Georgia Institute of Technology（佐治亚理工学院）； Carnegie Mellon University（卡内基梅隆大学）

Comments ICCV 2025. Project page: https://clink-chop-thud.github.io/

2510.02202 2025-10-03 cs.LG cs.AI

Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025

Matthew A. Reyna, Zuzana Koscova, Jan Pavlus, Soheil Saghafi, James Weigle, Andoni Elola, Salman Seyedi, Kiersten Campbell, Qiao Li, Ali Bahrami Rad, Antônio H. Ribeiro, Antonio Luiz P. Ribeiro, Reza Sameni, Gari D. Clifford

机构 * Department of Biomedical Informatics, Emory University（埃默里大学生物医学信息学系）； Department of Electronic Technology, University of the Basque Country UPV/EHU（巴斯克国家大学UPV/EHU电子技术系）； Department of Information Technology, Uppsala University（乌普萨拉大学信息科技系）； Telehealth Center from Hospital das Clínicas, Universidade Federal de Minas Gerais（弗拉门戈联邦大学医院诊所的远程医疗中心）； Department of Biomedical Engineering, Georgia Institute of Technology（佐治亚理工学院生物医学工程系）； Emory University（埃默里大学）

Comments 13 pages, 2 figures

2503.11835 2025-10-03 cs.LG cs.CV

How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and Outlook

Haoxin Liu, Harshavardhan Kamarthi, Zhiyuan Zhao, Shangqing Xu, Shiyu Wang, Qingsong Wen, Tom Hartvigsen, Fei Wang, B. Aditya Prakash

机构 * Georgia Institute of Technology（佐治亚理工学院）； Bytedance Inc.（字节跳动公司）； Squirrel AI, USA（squirrel AI 美国分公司）； The University of Virginia（弗吉尼亚大学）； Cornell University（康奈尔大学）

Comments Github Repo: https://github.com/AdityaLab/MM4TSA Updated to include papers accepted by IJCAI25, KDD25, ICML25, NeurIPS25 4 figures or tables, 19 pages, 251 references

2411.19557 2025-10-03 cs.CL cs.AI cs.LG

Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning

Kaustubh Ponkshe, Raghav Singhal, Eduard Gorbunov, Alexey Tumanov, Samuel Horvath, Praneeth Vepakomma

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）； Georgia Institute of Technology（佐治亚理工学院）； Massachusetts Institute of Technology（麻省理工学院）

Comments Kaustubh Ponkshe and Raghav Singhal contributed equally to this work