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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
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning
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Yuhai Tu
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277
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IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Aoran Xiao
Xiaoqin Zhang
Ling Shao
Shijian Lu
3DPC
423
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31 May 2023
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Shumin Ma
Zhiri Yuan
Qi Wu
Yiyan Huang
Xixu Hu
Cheuk Hang Leung
DongDong Wang
Zhixiang Huang
OOD
163
10
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31 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation
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Haochen Wang
Yujun Shen
Jingjing Fei
Wei Li
Liwei Wu
Yuxi Wang
Zhaoxiang Zhang
OOD
225
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23 May 2023
Rethinking Semi-supervised Learning with Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Francesco Tonolini
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G. Kazai
Yunlong Jiao
263
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22 May 2023
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Zhuliang Yu
Yifan Zhang
Zhen Qiu
Shuaicheng Niu
Dong Liu
Qing Du
Yanxia Liu
196
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22 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey
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Russell Tsuchida
Mohamed Tarek
V. Rolland
Lars Petersson
OT
449
30
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08 May 2023
Generalized Universal Domain Adaptation with Generative Flow Networks
ACM Multimedia (ACM MM), 2023
Didi Zhu
Yinchuan Li
Yunfeng Shao
Jianye Hao
Leilei Gan
Kun Kuang
Jun Xiao
Chao Wu
AI4CE
OOD
248
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Jun Kataoka
H. Yoon
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271
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IEEE International Conference on Computer Vision (ICCV), 2023
Suman Saha
Lukas Hoyer
Anton Obukhov
Dengxin Dai
Luc Van Gool
275
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Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Xiaoqing Liu
Kengo Araki
S. Harada
Akihiko Yoshizawa
Kazuhiro Terada
Mariyo Rokutan-Kurata
N. Nakajima
Hiroyuki Abe
T. Ushiku
Ryoma Bise
OOD
125
1
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Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving
IEEE Access (IEEE Access), 2023
Manuel Schwonberg
J. Niemeijer
Jan-Aike Termöhlen
Jörg P. Schäfer
Nico M. Schmidt
Hanno Gottschalk
Tim Fingscheidt
OOD
AI4CE
258
48
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24 Apr 2023
Universal Domain Adaptation via Compressive Attention Matching
IEEE International Conference on Computer Vision (ICCV), 2023
Didi Zhu
Yincuan Li
Junkun Yuan
Zexi Li
Kun Kuang
Chao Wu
302
26
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24 Apr 2023
Weight-based Mask for Domain Adaptation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Eunseop Lee
Inhan Kim
Daijin Kim
188
4
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22 Apr 2023
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition
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Atsushi Hashimoto
Yoshitaka Ushiku
NoLa
151
1
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20 Apr 2023
SCoDA: Domain Adaptive Shape Completion for Real Scans
Computer Vision and Pattern Recognition (CVPR), 2023
Yushuang Wu
Zizheng Yan
Ce Chen
Lai Wei
Xiao Li
Guanbin Li
Yihao Li
Shuguang Cui
Xiaoguang Han
304
14
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20 Apr 2023
SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation
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Manogna Sreenivas
Soma Biswas
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167
7
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CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation
P. Chirag
Mukta Wagle
Ravish Gupta
Pranav Jeevan
A. Sethi
200
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Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery
Berkcan Ustun
Ahmet Kağan Kaya
Ezgi Cakir Ayerden
Fazil Altinel
204
4
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14 Apr 2023
CoSDA: Continual Source-Free Domain Adaptation
Hao Feng
Zhaorui Yang
He-Tuo Chen
Tianyu Pang
Chao Du
Minfeng Zhu
Wei Chen
Shuicheng Yan
CLL
TTA
243
4
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13 Apr 2023
Domain Adaptive Multiple Instance Learning for Instance-level Prediction of Pathological Images
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Shusuke Takahama
Y. Kurose
Yusuke Mukuta
Hiroyuki Abe
Akihiko Yoshizawa
T. Ushiku
M. Fukayama
M. Kitagawa
Masaru Kitsuregawa
Tatsuya Harada
219
2
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07 Apr 2023
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation
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Fengyi Shen
A. Gurram
Ziyuan Liu
He Wang
Alois Knoll
229
41
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05 Apr 2023
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds
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Jonghyun Choi
3DPC
260
3
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04 Apr 2023
AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2023
Giacomo Zara
Subhankar Roy
Paolo Rota
Elisa Ricci
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244
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03 Apr 2023
TFS-ViT: Token-Level Feature Stylization for Domain Generalization
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Mehrdad Noori
Milad Cheraghalikhani
Ali Bahri
G. A. V. Hakim
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Ismail Ben Ayed
Christian Desrosiers
168
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GeoNet: Benchmarking Unsupervised Adaptation across Geographies
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Tarun Kalluri
Wangdong Xu
Manmohan Chandraker
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200
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27 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
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Jian Liang
Ran He
Tien-Ping Tan
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317
385
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27 Mar 2023
ActiveSelfHAR: Incorporating Self Training into Active Learning to Improve Cross-Subject Human Activity Recognition
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Baichun Wei
Chunzhi Yi
Tao Gui
Haiqi Zhu
Jianfei Zhu
Feng Jiang
156
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Federated Learning without Full Labels: A Survey
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Yilun Jin
Yang Liu
Kai Chen
Qian Yang
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207
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Robust Test-Time Adaptation in Dynamic Scenarios
Computer Vision and Pattern Recognition (CVPR), 2023
Longhui Yuan
Binhui Xie
Shuangliang Li
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333
187
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24 Mar 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective
Computer Vision and Pattern Recognition (CVPR), 2023
Jinjing Zhu
Haotian Bai
Lin Wang
ViT
246
103
0
23 Mar 2023
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices
Computer Vision and Pattern Recognition (CVPR), 2023
Ismail Nejjar
Qin Wang
Olga Fink
202
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23 Mar 2023
Open-World Pose Transfer via Sequential Test-Time Adaption
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Xiaoyu Xian
Zhi Yang
Tianshui Chen
Yongyi Lu
Yukai Shi
Jin-shan Pan
Guanbin Li
TTA
183
3
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20 Mar 2023
Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention
AAAI Conference on Artificial Intelligence (AAAI), 2023
Hongyan Ran
Caiyan Jia
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181
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Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation
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Yuecong Xu
Jianfei Yang
Xiaoli Li
Zhenghua Chen
TTA
206
1
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18 Mar 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2023
Yuecong Xu
Jianfei Yang
Yunjiao Zhou
Zhenghua Chen
Ruibing Jin
Xiaoli Li
189
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328
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Upcycling Models under Domain and Category Shift
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Florian Roehrbein
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Dacheng Tao
Changjun Jiang
229
61
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Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation
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Da Li
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Yi-Zhe Song
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168
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Effective Pseudo-Labeling based on Heatmap for Unsupervised Domain Adaptation in Cell Detection
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Kazuya Nishimura
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Ryoma Bise
OOD
139
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Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment
IEEE transactions on multimedia (IEEE TMM), 2023
Jinghan Ru
Jun Tian
Zhekai Du
Chengwei Xiao
Jingjing Li
Mengqi Li
268
25
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IDA: Informed Domain Adaptive Semantic Segmentation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
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Zhengming Ding
Jason M. Gregory
Lantao Liu
232
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Hiroaki Masuzawa
Jun Miura
231
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343
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Towards Stable Test-Time Adaptation in Dynamic Wild World
International Conference on Learning Representations (ICLR), 2023
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Jiaxiang Wu
Yifan Zhang
Z. Wen
Yaofo Chen
P. Zhao
Zhuliang Yu
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398
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175
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Timothy M. Hospedales
OOD
163
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Unsupervised Domain Adaptation via Distilled Discriminative Clustering
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Yaowei Wang
Kui Jia
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162
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A Comprehensive Survey on Source-free Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
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Jingjing Li
Zhekai Du
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Mengqi Li
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364
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0
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Semantic Image Segmentation: Two Decades of Research
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G. Csurka
Riccardo Volpi
Boris Chidlovskii
3DV
271
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