Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation

Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation

23 May 2025

Papers citing "Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation"

15 / 15 papers shown

Title
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 193 482 0 26 Feb 2025
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition Junru Zhang Lang Feng Zhidan Liu Yuhan Wu Yang He Yabo Dong Duanqing Xu 61 2 0 07 Jun 2024
SF(DA) $^2$ : Source-free Domain Adaptation Through the Lens of Data Augmentation Uiwon Hwang Jonghyun Lee Juhyeon Shin Sungroh Yoon 59 13 0 16 Mar 2024
Graph Neural Networks in EEG-based Emotion Recognition: A Survey Chenyu Liu Xin-qiu Zhou Yihao Wu Ruizhi Yang Liming Zhai Ziyu Jia Yang Liu Yang Liu AI4TS 53 12 0 02 Feb 2024
POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning Junxiang Wang Guangji Bai Wei Cheng Zhengzhang Chen Liang Zhao Haifeng Chen AI4TS 54 3 0 19 Dec 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 91 99 0 23 Feb 2023
Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 54 91 0 16 Jun 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 62 137 0 09 May 2022
Time Series Domain Adaptation via Sparse Associative Structure Alignment Ruichu Cai Jiawei Chen Zijian Li Wei Chen Keli Zhang Junjian Ye Zhuozhang Li Xiaoyan Yang Zhenjie Zhang CML TTA OOD AI4TS 55 89 0 22 Dec 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 42 146 0 22 May 2020
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 156 1,931 0 06 Jun 2019
On Minimum Discrepancy Estimation for Deep Domain Adaptation Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 81 67 0 02 Jan 2019
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 359 9,418 0 28 May 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 230 18,534 0 06 Feb 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 162 2,588 0 10 Dec 2014