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1712.02560
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Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
7 December 2017
Kuniaki Saito
Kohei Watanabe
Yoshitaka Ushiku
Tatsuya Harada
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Papers citing
"Maximum Classifier Discrepancy for Unsupervised Domain Adaptation"
50 / 880 papers shown
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Devavrat Tomar
M. Lortkipanidze
Guillaume Vray
Behzad Bozorgtabar
Jean-Philippe Thiran
OOD
MedIm
140
89
0
05 Mar 2021
Cycle Self-Training for Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2021
Hong Liu
Jianmin Wang
Mingsheng Long
446
208
0
05 Mar 2021
Vicinal and categorical domain adaptation
Pattern Recognition (Pattern Recogn.), 2021
Hui Tang
Kui Jia
OOD
186
14
0
05 Mar 2021
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning
Haibo Wang
Jian Tian
Songyuan Li
Hanbin Zhao
Qi Tian
Leilei Gan
Xi Li
114
7
0
04 Mar 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
276
63
0
03 Mar 2021
Domain Generalization: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Kaiyang Zhou
Ziwei Liu
Yu Qiao
Tao Xiang
Chen Change Loy
OOD
AI4CE
843
1,336
0
03 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
300
275
0
03 Mar 2021
Learning Invariant Representations across Domains and Tasks
Yongfeng Zhang
Wenjie Feng
Yu Xie
Chaohui Yu
Min Du
Renjun Xu
Tao Qin
Tie-Yan Liu
OOD
188
4
0
03 Mar 2021
Training Generative Adversarial Networks in One Stage
Computer Vision and Pattern Recognition (CVPR), 2021
Chengchao Shen
Youtan Yin
Xinchao Wang
Xubin Li
Mingli Song
Xiuming Zhang
GAN
382
13
0
28 Feb 2021
Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Weijie Chen
Luojun Lin
Shicai Yang
Di Xie
Shiliang Pu
Yueting Zhuang
Wenqi Ren
NoLa
SSL
222
66
0
23 Feb 2021
Domain Impression: A Source Data Free Domain Adaptation Method
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
V. Kurmi
Venkatesh Subramanian
Vinay P. Namboodiri
TTA
319
174
0
17 Feb 2021
Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data
Junxuan Huang
Junsong Yuan
Chunming Qiao
3DPC
212
0
0
15 Feb 2021
Weak Adaptation Learning -- Addressing Cross-domain Data Insufficiency with Weak Annotator
IEEE International Conference on Computer Vision (ICCV), 2021
Shichao Xu
Lixu Wang
Yixuan Wang
Qi Zhu
252
16
0
15 Feb 2021
Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection
International Conference on Image Processing and Vision Engineering (ICIPVE), 2021
Yomna Safaa El-Din
Mohamed Moustafa
Hani M. K. Mahdi
OOD
AAML
CVBM
74
8
0
13 Feb 2021
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Luc Robbiano
Muhammad Rameez Ur Rahman
Fabio Galasso
Barbara Caputo
Fabio Maria Carlucci
220
16
0
12 Feb 2021
Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection
Weijie Chen
Yilu Guo
Shicai Yang
Z. Li
Zhenxin Ma
Binbin Chen
Long Zhao
Di Xie
Shiliang Pu
Yueting Zhuang
197
4
0
01 Feb 2021
Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency
British Machine Vision Conference (BMVC), 2021
Samarth Mishra
Kate Saenko
Venkatesh Saligrama
160
30
0
29 Jan 2021
Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification
IEEE Transactions on Image Processing (TIP), 2021
Hao Feng
Minghao Chen
Jinming Hu
Dong Shen
Haifeng Liu
Deng Cai
247
68
0
29 Jan 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Pan Zhang
Bo Zhang
Ting Zhang
Dong Chen
Yong Wang
Fang Wen
487
561
0
26 Jan 2021
Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Sven Koehler
T. Hussain
Zach Blair
T. Huffaker
Florian Ritzmann
...
S. Sarikouch
H. Latus
G. Greil
I. Wolf
Sandy Engelhardt
279
10
0
19 Jan 2021
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Xiao Han
Lei Qi
Qian Yu
Ziqi Zhou
Yefeng Zheng
Yinghuan Shi
Yang Gao
OOD
MedIm
215
93
0
18 Jan 2021
Unsupervised Domain Adaptation of Black-Box Source Models
British Machine Vision Conference (BMVC), 2021
Haojian Zhang
Yabin Zhang
Kui Jia
Lei Zhang
344
61
0
08 Jan 2021
Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation
Qijun Luo
Zhili Liu
Lanqing Hong
Chongxuan Li
Kuo Yang
Liyuan Wang
Fengwei Zhou
Guilin Li
Zhenguo Li
Jun Zhu
GAN
306
2
0
05 Jan 2021
Domain Adaptation for the Segmentation of Confidential Medical Images
British Machine Vision Conference (BMVC), 2021
Serban Stan
Mohammad Rostami
OOD
278
16
0
02 Jan 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis
AAAI Conference on Artificial Intelligence (AAAI), 2021
Xiaofeng Liu
Xiongchang Liu
Bo Hu
Wenxuan Ji
Fangxu Xing
Jun Lu
J. You
C.-C. Jay Kuo
Xiaofeng Liu
Jonghye Woo
OOD
367
36
0
01 Jan 2021
Energy-constrained Self-training for Unsupervised Domain Adaptation
International Conference on Pattern Recognition (ICPR), 2021
Xiaofeng Liu
Bo Hu
Xiongchang Liu
Jun Lu
J. You
Lingsheng Kong
352
32
0
01 Jan 2021
How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?
AAAI Conference on Artificial Intelligence (AAAI), 2020
Zhong Li
Zhen Fang
Yifan Zhang
Jie Lu
Bo Yuan
Guangquan Zhang
274
56
0
30 Dec 2020
Deep Visual Domain Adaptation
Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2020
G. Csurka
OOD
333
185
0
28 Dec 2020
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy
Mengzhu Wang
Xiang Zhang
L. Lan
Wei Wang
Huibin Tan
Zhigang Luo
AI4CE
161
2
0
28 Dec 2020
Open Set Domain Adaptation by Extreme Value Theory
Yiming Xu
Diego Klabjan
VLM
168
4
0
22 Dec 2020
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2020
Viraj Prabhu
Shivam Khare
Deeksha Kartik
Judy Hoffman
362
150
0
21 Dec 2020
Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction
Mengshi Qi
Edoardo Remelli
Mathieu Salzmann
Pascal Fua
TTA
3DH
190
5
0
21 Dec 2020
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
R. Gong
Yuhua Chen
D. Paudel
Yawei Li
Ajad Chhatkuli
Wen Li
Dengxin Dai
Luc Van Gool
OOD
VLM
230
39
0
15 Dec 2020
Hypothesis Disparity Regularized Mutual Information Maximization
AAAI Conference on Artificial Intelligence (AAAI), 2020
Qicheng Lao
Xiang Jiang
Mohammad Havaei
156
26
0
15 Dec 2020
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Jian Liang
Dapeng Hu
Yunbo Wang
Ran He
Jiashi Feng
365
327
0
14 Dec 2020
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Shuang Li
Fangrui Lv
Binhui Xie
Chi Harold Liu
Jian Liang
Chen Qin
126
127
0
13 Dec 2020
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Bowen Cai
Huan Fu
Rongfei Jia
Binqiang Zhao
Hua Li
Yinghui Xu
218
4
0
10 Dec 2020
A Registration-aided Domain Adaptation Network for 3D Point Cloud Based Place Recognition
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020
Zhijian Qiao
Hanjiang Hu
Zhuowen Shen
Siyuan Chen
Yanfeng Guo
Hesheng Wang
3DPC
275
14
0
09 Dec 2020
Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering
Hui Tang
Xiatian Zhu
Ke Chen
Kui Jia
C. L. Philip Chen
283
31
0
08 Dec 2020
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation
Jiahua Dong
Yang Cong
Gan Sun
Yunsheng Yang
Xiaowei Xu
Zhengming Ding
MedIm
158
38
0
08 Dec 2020
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation
British Machine Vision Conference (BMVC), 2020
Bingyu Liu
Yuhong Guo
Jieping Ye
Weihong Deng
227
5
0
07 Dec 2020
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation
Zhiyong Huang
Kekai Sheng
Weiming Dong
Xing Mei
Chongyang Ma
Feiyue Huang
D. Zhou
Changsheng Xu
252
7
0
04 Dec 2020
Data Augmentation with norm-VAE for Unsupervised Domain Adaptation
Qian Wang
Fanlin Meng
T. Breckon
114
16
0
01 Dec 2020
Heuristic Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2020
Shuhao Cui
Xuan Jin
Shuhui Wang
Yuan He
Qingming Huang
206
52
0
30 Nov 2020
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Sameer Khurana
Niko Moritz
Takaaki Hori
Jonathan Le Roux
301
68
0
26 Nov 2020
Transducer Adaptive Ultrasound Volume Reconstruction
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
Hengtao Guo
Sheng Xu
Bradford J. Wood
Pingkun Yan
OOD
119
3
0
17 Nov 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer
Conference on Robot Learning (CoRL), 2020
A. Tanwani
OOD
207
29
0
15 Nov 2020
Interventional Domain Adaptation
Jun Wen
Changjian Shui
Kun Kuang
Junsong Yuan
Zenan Huang
Zhefeng Gong
Nenggan Zheng
OOD
123
1
0
07 Nov 2020
Universal Multi-Source Domain Adaptation
Yueming Yin
Zhen Yang
Haifeng Hu
Xiaofu Wu
197
1
0
05 Nov 2020
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2020
Guoliang Kang
Yunchao Wei
Yi Yang
Yueting Zhuang
Alexander G. Hauptmann
258
121
0
31 Oct 2020
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