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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
Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting
International Conference on Learning Representations (ICLR), 2023
Enyi Jiang
Yibo Jacky Zhang
Oluwasanmi Koyejo
FedML
256
10
0
10 Feb 2023
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection
Yuhe Ding
Jian Liang
Bo Jiang
A. Zheng
Ran He
3DPC
269
12
0
09 Feb 2023
RLSbench: Domain Adaptation Under Relaxed Label Shift
International Conference on Machine Learning (ICML), 2023
Saurabh Garg
Nick Erickson
James Sharpnack
Alexander J. Smola
Sivaraman Balakrishnan
Zachary Chase Lipton
VLM
375
44
0
06 Feb 2023
Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation
International Conference on Learning Representations (ICLR), 2023
Zihao Xu
Guang-Yuan Hao
Hao He
Hao Wang
672
23
0
06 Feb 2023
Semi-Supervised Domain Adaptation with Source Label Adaptation
Computer Vision and Pattern Recognition (CVPR), 2023
Yuhai Yu
Hsuan-Tien Lin
319
49
0
05 Feb 2023
Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Yumin Zhang
Yajun Gao
Hongliu Li
Ating Yin
Duzhen Zhang
Xiuyi Chen
172
0
0
03 Feb 2023
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction
Reliability Engineering & System Safety (Reliab. Eng. Syst. Saf.), 2023
Ismail Nejjar
Fabian Geissmann
Mengjie Zhao
C. Taal
Olga Fink
AI4CE
202
52
0
03 Feb 2023
Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders with Mutual Information Constraints
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
S. Yasutomi
Toshihisa Tanaka
SSL
DRL
149
1
0
03 Feb 2023
Open-Set Multi-Source Multi-Target Domain Adaptation
Rohit Lal
Arihant Gaur
Aadhithya Iyer
Muhammed Abdullah Shaikh
Ritik Agrawal
228
1
0
02 Feb 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels
International Conference on Learning Representations (ICLR), 2023
L. Yi
Gezheng Xu
Pengcheng Xu
Jiaqi Li
Ruizhi Pu
Charles Ling
A. McLeod
Boyu Wang
308
57
0
31 Jan 2023
Uncovering Adversarial Risks of Test-Time Adaptation
International Conference on Machine Learning (ICML), 2023
Tong Wu
Feiran Jia
Xiangyu Qi
Jiachen T. Wang
Vikash Sehwag
Saeed Mahloujifar
Prateek Mittal
AAML
TTA
356
11
0
29 Jan 2023
TIDo: Source-free Task Incremental Learning in Non-stationary Environments
Abhinit Kumar Ambastha
Leong Tze Yun
CLL
103
0
0
28 Jan 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Inder Pal Singh
Enjie Ghorbel
Anis Kacem
A. Rathinam
Djamila Aouada
273
4
0
25 Jan 2023
CDA: Contrastive-adversarial Domain Adaptation
Nishant Yadav
M. Alam
Ahmed K. Farahat
Dipanjan Ghosh
Chetan Gupta
A. Ganguly
140
3
0
10 Jan 2023
Simplifying Open-Set Video Domain Adaptation with Contrastive Learning
Computer Vision and Image Understanding (CVIU), 2023
Giacomo Zara
Victor G. Turrisi da Costa
Subhankar Roy
Paolo Rota
Elisa Ricci
192
4
0
09 Jan 2023
High-level semantic feature matters few-shot unsupervised domain adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Lei Yu
Wanqi Yang
Sheng Huang
Lei Wang
Ming Yang
184
6
0
05 Jan 2023
Discriminative Radial Domain Adaptation
IEEE Transactions on Image Processing (IEEE TIP), 2023
Zenan Huang
Jun Wen
Siheng Chen
Linchao Zhu
Nenggan Zheng
OOD
327
18
0
01 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey
Neural Networks (NN), 2022
Yuqi Fang
P. Yap
W. Lin
Hongtu Zhu
Mingxia Liu
511
144
0
31 Dec 2022
Structural State Translation: Condition Transfer between Civil Structures Using Domain-Generalization for Structural Health Monitoring
Furkan Luleci
F. Catbas
142
3
0
28 Dec 2022
Minimizing Maximum Model Discrepancy for Transferable Black-box Targeted Attacks
Computer Vision and Pattern Recognition (CVPR), 2022
Anqi Zhao
Tong Chu
Yahao Liu
Wen Li
Jingjing Li
Lixin Duan
AAML
189
26
0
18 Dec 2022
Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
S. Hur
Inkyu Shin
Kwanyong Park
Sanghyun Woo
In So Kweon
211
14
0
16 Dec 2022
SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Wan-Xuan Zhu
Jia-Li Yin
Bo-Hao Chen
Ximeng Liu
162
9
0
12 Dec 2022
Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation
I. Diamant
Roy H. Jennings
Oranit Dror
H. Habi
Arnon Netzer
189
2
0
07 Dec 2022
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation
IEEE Transactions on Image Processing (IEEE TIP), 2022
Xin Li
Cuiling Lan
Guoqiang Wei
Zhibo Chen
208
6
0
06 Dec 2022
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey
G. Sarafraz
Armin Behnamnia
Mehran Hosseinzadeh
Ali Balapour
Amin Meghrazi
Hamid R. Rabiee
OOD
AI4CE
242
7
0
04 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Lukas Hoyer
Dengxin Dai
Haoran Wang
Luc Van Gool
391
323
0
02 Dec 2022
Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2022
Qizhou Wang
Guansong Pang
Mahsa Salehi
Wray Buntine
C. Leckie
162
40
0
02 Dec 2022
Stable Learning via Sparse Variable Independence
AAAI Conference on Artificial Intelligence (AAAI), 2022
Han Yu
Peng Cui
Yue He
Zheyan Shen
Yong Lin
Renzhe Xu
Xingxuan Zhang
OOD
178
21
0
02 Dec 2022
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images
P. Rao
Feng Qiao
Weide Zhang
Yiliang Xu
Yong Deng
Guangbin Wu
Qiang Zhang
145
10
0
29 Nov 2022
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2022
Rong Hu
Ling Chen
Shenghuan Miao
Xing Tang
270
44
0
25 Nov 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation
Alexander Bigalke
Christoph Großbröhmer
Jasper Diesel
Carlotta Hennigs
P. Rostalski
M. Heinrich
OOD
3DH
301
17
0
22 Nov 2022
Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation
M. Bhalerao
Anurag Singh
Soma Biswas
137
2
0
22 Nov 2022
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Fengyi Shen
Zador Pataki
A. Gurram
Ziyuan Liu
He Wang
Alois Knoll
144
9
0
21 Nov 2022
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
143
7
0
18 Nov 2022
Multi-source Domain Adaptation for Text-independent Forensic Speaker Recognition
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Zhenyu Wang
John H. L. Hansen
175
25
0
17 Nov 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation
Signal processing. Image communication (SPIC), 2022
Xinyao Shu
Shiyang Yan
Zhenyu Lu
Xinshao Wang
Yuan Xie
213
2
0
16 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models
Neurocomputing (Neurocomputing), 2022
JoonHo Lee
Gyemin Lee
141
16
0
16 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier
Yiheng Zhang
Ting Yao
Zhaofan Qiu
Tao Mei
OOD
192
3
0
15 Nov 2022
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Nauman Dawalatabad
Sameer Khurana
Antoine Laurent
James R. Glass
111
3
0
14 Nov 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2022
Ziyi Zhang
Weikai Chen
Hui Cheng
Zerui Li
Siyuan Li
Guanbin Li
Guanbin Li
162
88
0
12 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Vikash Kumar
Rohit Lal
Himanshu Patil
Anirban Chakraborty
TTA
181
33
0
07 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images
Serban Stan
Mohammad Rostami
OOD
268
24
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02 Nov 2022
Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks
Minsu Kim
Youngjoon Yu
Sungjune Park
Y. Ro
OOD
132
0
0
21 Oct 2022
Variational Model Perturbation for Source-Free Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2022
Mengmeng Jing
Xiantong Zhen
Jingjing Li
Cees G. M. Snoek
225
32
0
19 Oct 2022
Using Language to Extend to Unseen Domains
International Conference on Learning Representations (ICLR), 2022
Lisa Dunlap
Clara Mohri
Devin Guillory
Han Zhang
Trevor Darrell
Joseph E. Gonzalez
Aditi Raghunanthan
Anja Rohrbach
VLM
563
46
0
18 Oct 2022
Self-Distillation for Unsupervised 3D Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Adriano Cardace
Riccardo Spezialetti
Pierluigi Zama Ramirez
Samuele Salti
Luigi Di Stefano
3DPC
120
19
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15 Oct 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains
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Marco Toldo
Umberto Michieli
Pietro Zanuttigh
CLL
VLM
249
15
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13 Oct 2022
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network
IEEE International Conference on Robotics and Automation (ICRA), 2022
L. Gan
Connor T. Lee
Soon-Jo Chung
161
18
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09 Oct 2022
Attention Diversification for Domain Generalization
European Conference on Computer Vision (ECCV), 2022
Rang Meng
Xianfeng Li
Weijie Chen
Shicai Yang
Mingli Song
Xinchao Wang
Lei Zhang
Weilong Dai
Di Xie
Shiliang Pu
198
51
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Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Donald Shenaj
Eros Fani
Marco Toldo
Debora Caldarola
A. Tavera
Umberto Michieli
Marco Ciccone
Pietro Zanuttigh
Barbara Caputo
FedML
209
45
0
05 Oct 2022
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