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2501.01142
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Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations
2 January 2025
Yang Yuxiang
Zeng Xinyi
Zeng Pinxian
Zu Chen
Yan Binyu
Zhou Jiliu
Wang Yan
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Papers citing
"Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations"
44 / 44 papers shown
Title
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression Recognition
Yuxiang Yang
L. Wen
Xinyi Zeng
Yuanyuan Xu
Xi Wu
Jiliu Zhou
Yan Wang
82
3
0
08 Jul 2024
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation
Tuan Nguyen
Van Nguyen
Trung Le
He Zhao
Quan Hung Tran
Dinh Q. Phung
OT
79
1
0
29 Jan 2024
Graph Matching with Bi-level Noisy Correspondence
Yijie Lin
Mouxing Yang
Jun Yu
Peng Hu
Changqing Zhang
Xiaocui Peng
112
33
0
08 Dec 2022
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation
Zhen Zhao
Sifan Long
Jimin Pi
Jingdong Wang
Luping Zhou
80
34
0
21 Nov 2022
Dynamic Instance Domain Adaptation
Zhongying Deng
Kaiyang Zhou
Da Li
Junjun He
Yi-Zhe Song
Tao Xiang
OOD
99
33
0
09 Mar 2022
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain
Chuan-Xian Ren
Yong-Jin Liu
Xiwen Zhang
Ke-Kun Huang
AAML
OOD
66
93
0
22 Feb 2022
Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources
Yongchun Zhu
Fuzhen Zhuang
Deqing Wang
OOD
114
310
0
04 Jan 2022
Multi-Representation Adaptation Network for Cross-domain Image Classification
Yongchun Zhu
Fuzhen Zhuang
Jindong Wang
Jingwu Chen
Zhiping Shi
Wenjuan Wu
Qing He
OOD
130
223
0
04 Jan 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
UQCV
93
92
0
25 Nov 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation
Ruihuang Li
Xu Jia
Jianzhong He
Shuaijun Chen
Q. Hu
56
38
0
30 Jul 2021
MixStyle Neural Networks for Domain Generalization and Adaptation
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
OOD
TTA
77
86
0
05 Jul 2021
Deep Subdomain Adaptation Network for Image Classification
Yongchun Zhu
Fuzhen Zhuang
Jindong Wang
Guolin Ke
Jingwu Chen
Jiang Bian
Hui Xiong
Qing He
92
792
0
17 Jun 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation
Jichang Li
Guanbin Li
Yemin Shi
Yizhou Yu
134
120
0
19 Apr 2021
A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation
Jianlong Yuan
Yifan Liu
Chunhua Shen
Zhibin Wang
Hao Li
57
112
0
15 Apr 2021
Information-theoretic regularization for Multi-source Domain Adaptation
Geon Yeong Park
Sang Wan Lee
TTA
86
28
0
04 Apr 2021
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers
Zicheng Liu
Siyuan Li
Di Wu
Jianzhu Guo
Zhiyuan Chen
Lirong Wu
Stan Z. Li
121
78
0
24 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
...
Matthias Minderer
G. Heigold
Sylvain Gelly
Jakob Uszkoreit
N. Houlsby
ViT
761
41,831
0
22 Oct 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation
Hang Wang
Minghao Xu
Bingbing Ni
Wenjun Zhang
97
113
0
17 Jul 2020
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision
Fei Pan
Inkyu Shin
François Rameau
Seokju Lee
In So Kweon
SSL
88
374
0
16 Apr 2020
Instance Credibility Inference for Few-Shot Learning
Yikai Wang
C. Xu
Chen Liu
Li Zhang
Yanwei Fu
80
164
0
26 Mar 2020
Multi-source Distilling Domain Adaptation
Sicheng Zhao
Guangzhi Wang
Shanghang Zhang
Yang Gu
Yaxian Li
Zhichao Song
Pengfei Xu
Runbo Hu
Hua Chai
Kurt Keutzer
TTA
102
218
0
22 Nov 2019
RandAugment: Practical automated data augmentation with a reduced search space
E. D. Cubuk
Barret Zoph
Jonathon Shlens
Quoc V. Le
MQ
400
3,518
0
30 Sep 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features
Sangdoo Yun
Dongyoon Han
Seong Joon Oh
Sanghyuk Chun
Junsuk Choe
Y. Yoo
OOD
660
4,827
0
13 May 2019
Active Adversarial Domain Adaptation
Jong-Chyi Su
Yi-Hsuan Tsai
Kihyuk Sohn
Buyu Liu
Subhransu Maji
Manmohan Chandraker
77
139
0
16 Apr 2019
Moment Matching for Multi-Source Domain Adaptation
Xingchao Peng
Qinxun Bai
Xide Xia
Zijun Huang
Kate Saenko
Bo Wang
OOD
191
1,813
0
04 Dec 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation
Tuan-Hung Vu
Himalaya Jain
Max Bucher
Matthieu Cord
P. Pérez
184
1,306
0
30 Nov 2018
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding
Daniel Gehrig
Dengxin Dai
Simon Hecker
Luc Van Gool
104
243
0
03 Aug 2018
Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift
Ruijia Xu
Ziliang Chen
W. Zuo
Junjie Yan
Liang Lin
OOD
102
392
0
02 Mar 2018
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
Kuniaki Saito
Kohei Watanabe
Yoshitaka Ushiku
Tatsuya Harada
112
1,796
0
07 Dec 2017
mixup: Beyond Empirical Risk Minimization
Hongyi Zhang
Moustapha Cissé
Yann N. Dauphin
David Lopez-Paz
NoLa
323
9,831
0
25 Oct 2017
Deeper, Broader and Artier Domain Generalization
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
OOD
209
1,454
0
09 Oct 2017
Deep Hashing Network for Unsupervised Domain Adaptation
Hemanth Venkateswara
José Eusébio
Shayok Chakraborty
S. Panchanathan
OOD
162
2,060
0
22 Jun 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
103
577
0
01 May 2017
Adversarial Discriminative Domain Adaptation
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
306
4,687
0
17 Feb 2017
Correlation Alignment for Unsupervised Domain Adaptation
Baochen Sun
Jiashi Feng
Kate Saenko
OOD
70
404
0
06 Dec 2016
Hard-Aware Deeply Cascaded Embedding
Yuhui Yuan
Kuiyuan Yang
Chao Zhang
111
303
0
17 Nov 2016
Densely Connected Convolutional Networks
Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
PINN
3DV
1.1K
36,992
0
25 Aug 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation
Baochen Sun
Kate Saenko
OOD
111
3,182
0
06 Jul 2016
Coupled Generative Adversarial Networks
Ming-Yuan Liu
Oncel Tuzel
OOD
GAN
142
1,630
0
24 Jun 2016
Deep Transfer Learning with Joint Adaptation Networks
Mingsheng Long
Hanhua Zhu
Jianmin Wang
Michael I. Jordan
TTA
107
2,467
0
21 May 2016
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
2.5K
195,053
0
10 Dec 2015
Rethinking the Inception Architecture for Computer Vision
Christian Szegedy
Vincent Vanhoucke
Sergey Ioffe
Jonathon Shlens
Z. Wojna
3DV
BDL
1.1K
27,487
0
02 Dec 2015
Learning Transferable Features with Deep Adaptation Networks
Mingsheng Long
Yue Cao
Jianmin Wang
Michael I. Jordan
OOD
241
5,227
0
10 Feb 2015
Unsupervised Domain Adaptation by Backpropagation
Yaroslav Ganin
Victor Lempitsky
OOD
277
6,055
0
26 Sep 2014
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