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Deep Visual Domain Adaptation: A Survey

10 February 2018

Papers citing "Deep Visual Domain Adaptation: A Survey"

50 / 106 papers shown

Title
FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning Rakibul Hasan Rajib Md Akil Raihan Iftee Mir Sazzat Hossain A. K. M. Mahbubur Rahman Sajib Mistry M Ashraful Amin Amin Ahsan Ali FedML TTA 102 0 0 19 May 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 237 5 0 21 Feb 2025
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes Aodi Li Liansheng Zhuang Xiao Long Minghong Yao Shafei Wang 485 1 0 18 Dec 2024
Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the role of model complexity Mouin Ben Ammar David Brellmann Arturo Mendoza Antoine Manzanera Gianni Franchi OODD 104 0 0 04 Nov 2024
Optimal Transport for Domain Adaptation through Gaussian Mixture Models Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OT 130 1 0 18 Mar 2024
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification Mahdi Alehdaghi Pourya Shamsolmoali Rafael M. O. Cruz Eric Granger 94 1 0 16 Mar 2024
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes J. L. Gómez Manuel Silva Antonio Seoane Agnes Borrás Mario Noriega Germán Ros Jose A. Iglesias-Guitian Antonio M. López 3DPC 216 13 0 19 Dec 2023
Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 109 10 0 13 Dec 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization Yongyi Su Xun Xu Kui Jia TTA 145 26 0 26 Sep 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 114 14 0 15 Mar 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 192 9 0 21 Feb 2023
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions Metehan Yalçin A. Kındıroglu F. Bagci Ufuk Uyan Mahiye Uluyagmur Öztürk 81 2 0 05 Dec 2022
Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain Lianyu Wang Meng Wang Daoqiang Zhang Huazhu Fu 82 2 0 05 Sep 2022
Deep Optimal Transport for Domain Adaptation on SPD Manifolds Ce Ju Cuntai Guan 117 3 0 15 Jan 2022
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Naoto Inoue Ryosuke Furuta T. Yamasaki Kiyoharu Aizawa ObjD 93 532 0 30 Mar 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation Jing Zhang Zewei Ding W. Li P. Ogunbona 85 423 0 25 Mar 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 111 1,304 0 08 Mar 2018
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 98 1,796 0 07 Dec 2017
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes Yuhua Chen Wen Li Luc Van Gool 78 295 0 30 Nov 2017
Adversarial Feature Augmentation for Unsupervised Domain Adaptation Riccardo Volpi Pietro Morerio Silvio Savarese Vittorio Murino GAN OOD 94 234 0 23 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 91 903 0 19 Nov 2017
Few-Shot Adversarial Domain Adaptation Saeid Motiian Q. Jones Seyed Mehdi Iranmanesh Gianfranco Doretto 77 413 0 05 Nov 2017
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks Lidan Wang Vishwanath A. Sindagi Vishal M. Patel GAN CVBM 132 133 0 27 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 127 1,453 0 09 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 98 793 0 28 Sep 2017
Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach Timnit Gebru Judy Hoffman Li Fei-Fei 87 157 0 07 Sep 2017
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Kihyuk Sohn Sifei Liu Guangyu Zhong Xiang Yu Ming-Hsuan Yang Manmohan Chandraker CVBM 72 116 0 07 Aug 2017
Associative Domain Adaptation Philip Häusser Thomas Frerix A. Mordvintsev Daniel Cremers BDL 70 243 0 02 Aug 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 104 322 0 29 Jul 2017
Partial Transfer Learning with Selective Adversarial Networks Zhangjie Cao Mingsheng Long Jianmin Wang Michael I. Jordan GAN 78 442 0 25 Jul 2017
When Unsupervised Domain Adaptation Meets Tensor Representations Hao Lu Lei Zhang Zhiguo Cao Wei Wei Ke Xian Chunhua Shen Anton Van Den Hengel OOD 62 76 0 19 Jul 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 104 87 0 06 Jul 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 176 939 0 22 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 68 46 0 11 May 2017
Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner Tseng-Hung Chen Yuan-Hong Liao Ching-Yao Chuang W. Hsu Jianlong Fu Min Sun 93 142 0 02 May 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan Yukang Ding P. Li Qilong Wang Yong-mei Xu W. Zuo 95 576 0 01 May 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 184 341 0 27 Apr 2017
AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Buló 98 315 0 26 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 141 1,946 0 08 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 129 5,553 0 30 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 181 4,378 0 20 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 103 1,983 0 15 Mar 2017
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Werner Zellinger Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 108 580 0 28 Feb 2017
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 162 233 0 28 Feb 2017
Asymmetric Tri-training for Unsupervised Domain Adaptation Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 115 587 0 27 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 270 4,675 0 17 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 85 507 0 17 Feb 2017
SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person Sungeun Hong Woobin Im J. Ryu H. Yang CVBM 84 61 0 14 Feb 2017
Hashing in the Zero Shot Framework with Domain Adaptation Shubham Pachori Ameya Deshpande Shanmuganathan Raman 43 25 0 07 Feb 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 179 4,829 0 26 Jan 2017