A Survey of Unsupervised Domain Adaptation for Visual Recognition

13 December 2021

Papers citing "A Survey of Unsupervised Domain Adaptation for Visual Recognition"

28 / 28 papers shown

Title
A Bayesian Approach to OOD Robustness in Image Classification Prakhar Kaushik Adam Kortylewski Alan Yuille 54 2 0 12 Mar 2024
Correlated Adversarial Joint Discrepancy Adaptation Network Youshan Zhang Brian D. Davison TTA OOD 50 2 0 18 May 2021
Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge Youshan Zhang Brian D. Davison 40 12 0 19 Sep 2020
Unsupervised Domain Adaptation via Discriminative Manifold Propagation You-Wei Luo Chuan-Xian Ren D. Dai Hong Yan 43 79 0 23 Aug 2020
Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Yabin Zhang Bin Deng Kui Jia Lei Zhang 40 69 0 15 Jul 2020
Dual Mixup Regularized Learning for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 31 167 0 07 Jul 2020
Domain Conditioned Adaptation Network Shuang Li Chi Harold Liu Qiuxia Lin Binhui Xie Zhengming Ding Gao Huang Jian Tang OOD 29 103 0 14 May 2020
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 82 34 0 06 Feb 2020
Adversarial Domain Adaptation with Domain Mixup Minghao Xu Jian Zhang Bingbing Ni Teng Li Chengjie Wang Qi Tian Wenjun Zhang 44 446 0 04 Dec 2019
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 47 194 0 27 Nov 2019
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling Qian Wang T. Breckon OOD 40 211 0 18 Nov 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 90 307 0 24 Oct 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
Progressive Feature Alignment for Unsupervised Domain Adaptation Chaoqi Chen Weiping Xie Wenbing Huang Yu Rong Xinghao Ding Yue Huang Tingyang Xu Junzhou Huang 53 409 0 21 Nov 2018
A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption Forecasting Youshan Zhang Qi Li AI4TS 24 16 0 21 Oct 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 46 240 0 24 May 2018
A DIRT-T Approach to Unsupervised Domain Adaptation Rui Shu Hung Bui Hirokazu Narui Stefano Ermon 65 617 0 23 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 50 2,002 0 10 Feb 2018
Stratified Transfer Learning for Cross-domain Activity Recognition Jindong Wang Yiqiang Chen Lisha Hu Xiaohui Peng Philip S. Yu 50 226 0 25 Dec 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 130 2,992 0 08 Nov 2017
Asymmetric Tri-training for Unsupervised Domain Adaptation Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 94 587 0 27 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 232 4,646 0 17 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 57 507 0 17 Feb 2017
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 81 3,123 0 06 Jul 2016
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 69 1,367 0 08 Oct 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 347 9,418 0 28 May 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 200 5,177 0 10 Feb 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 154 2,588 0 10 Dec 2014