Source-Free Domain Adaptation with Temporal Imputation for Time Series
Data

Source-Free Domain Adaptation with Temporal Imputation for Time Series Data

14 July 2023

Emadeldeen Eldele

Chuan-Sheng Foo

Papers citing "Source-Free Domain Adaptation with Temporal Imputation for Time Series Data"

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 210 488 0 26 Feb 2025
Domain-invariant Clinical Representation Learning by Bridging Data Distribution Shift across EMR Datasets Zhongji Zhang Yuhang Wang Yinghao Zhu Xinyu Ma Tianlong Wang Chaohe Zhang Yasha Wang Liantao Ma Xiaoyun Zhang Ling Wang OOD 60 1 0 11 Oct 2023
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 56 27 0 27 Jul 2022
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 68 93 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 62 139 0 09 May 2022
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mohamed Ragab Emadeldeen Eldele Wee Ling Tan Chuan-Sheng Foo Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li TTA OOD AI4TS 49 69 0 15 Mar 2022
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Zhen Qiu Yifan Zhang Hongbin Lin Shuaicheng Niu Yanxia Liu Qing Du Mingkui Tan TTA 86 169 0 18 Jun 2021
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 91 0 22 Dec 2020
Unsupervised Domain Adaptation in the Absence of Source Data Roshni Sahoo Divya Shanmugam John Guttag OOD 53 18 0 20 Jul 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 55 146 0 22 May 2020
Universal Source-Free Domain Adaptation Jogendra Nath Kundu Naveen Venkat V. RahulM. R. Venkatesh Babu VLM TTA 61 342 0 09 Apr 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 95 1,241 0 20 Feb 2020
On Minimum Discrepancy Estimation for Deep Domain Adaptation Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 88 68 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 366 9,484 0 28 May 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 167 2,600 0 10 Dec 2014