Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives

15 August 2022

Papers citing "Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives"

31 / 31 papers shown

Title
VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition Soham Khisa Avijoy Chakma 51 0 0 08 May 2025
Towards Space Group Determination from EBSD Patterns: The Role of Deep Learning and High-throughput Dynamical Simulations Alfred Yan Muhammad Nur Talha Kilic Gert Nolze Ankit Agrawal Alok Ratan Choudhary Roberto dos Reis Vinayak Dravid 94 0 0 30 Apr 2025
Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection Yassine Habchi Hamza Kheddar Yassine Himeur Adel Belouchrani Erchin Serpedin Fouad Khelifi Muhammad E.H. Chowdhury LM&MA 46 0 0 30 Mar 2025
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data Masoumeh Sharafi Emma Ollivier Muhammad Osama Zeeshan Soufiane Belharbi M. Pedersoli A. L. Koerich Simon L Bacon EricGranger 74 1 0 26 Mar 2025
Soybean pod and seed counting in both outdoor fields and indoor laboratories using unions of deep neural networks Tianyou Jiang Mingshun Shao Tianyi Zhang Xiaoyu Liu Qun Yu 65 0 0 24 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 92 0 0 24 Feb 2025
GDO: Gradual Domain Osmosis Zixi Wang Yubo Huang 162 0 0 31 Jan 2025
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 48 1 0 26 May 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping Clifford Broni-Bediako Junshi Xia Naoto Yokoya AI4CE 34 2 0 23 Apr 2024
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Zahra Zamanzadeh Darban Yiyuan Yang Geoffrey I. Webb Charu C. Aggarwal Qingsong Wen Shirui Pan Mahsa Salehi 60 0 0 17 Apr 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 Feb 2024
Domain Generalization with Small Data Kecheng Chen Elena Gal Hong Yan Haoliang Li OOD 27 5 0 09 Feb 2024
Automated interpretation of congenital heart disease from multi-view echocardiograms Jing Wang Xiaofeng Liu Fangyun Wang Lin Zheng F. Gao Hanwen Zhang Xin Zhang Wanqing Xie Bin-bin Wang 37 55 0 30 Nov 2023
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation Y. Huang Wanqing Xie Mingzhen Li Mingmei Cheng Jinzhou Wu Weixiao Wang Jane You Xiaofeng Liu FedML 28 3 0 23 Oct 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 32 13 0 15 Mar 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 29 94 0 23 Feb 2023
Domain-Generalizable Multiple-Domain Clustering Amit Rozner Barak Battash Lior Wolf Ofir Lindenbaum SSL OOD 29 7 0 31 Jan 2023
Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data Mengxi Wu Mohammad Rostami AI4CE 21 3 0 29 Jan 2023
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Sébastien Piérard A. Cioppa Anaïs Halin Renaud Vandeghen Maxime Zanella Benoît Macq Saïd Mahmoudi Marc Van Droogenbroeck 36 6 0 18 Nov 2022
Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages A. C. S. Prathosh A P A. G. Ramakrishnan 38 12 0 12 Sep 2021
Unsupervised Domain Adaptation of Black-Box Source Models Haojian Zhang Yabin Zhang Kui Jia Lei Zhang 127 51 0 08 Jan 2021
Identity-aware Facial Expression Recognition in Compressed Video Xiaofeng Liu Linghao Jin Xu Han Jun Lu J. You Lingsheng Kong CVBM 48 20 0 01 Jan 2021
Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu Bo Hu Xiongchang Liu Jun Lu J. You Lingsheng Kong 44 29 0 01 Jan 2021
Deep Visual Domain Adaptation G. Csurka OOD 141 185 0 28 Dec 2020
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Djebril Mekhazni Amran Bhuiyan G. Ekladious Eric Granger OOD 86 93 0 27 Jul 2020
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 48 270 0 13 Mar 2020
Unbiased Mean Teacher for Cross-domain Object Detection Jinhong Deng Wen Li Yuhua Chen Lixin Duan 79 286 0 02 Mar 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 233 789 0 26 Aug 2019
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 136 154 0 03 May 2018
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 224 315 0 06 Jun 2016
Domain Adaptations for Computer Vision Applications Oscar Beijbom OOD 43 39 0 20 Nov 2012