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2103.12562
Cited By
Transferable Semantic Augmentation for Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
23 March 2021
Shuang Li
Mixue Xie
Kaixiong Gong
Chi Harold Liu
Yulin Wang
Wei Li
TTA
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Papers citing
"Transferable Semantic Augmentation for Domain Adaptation"
50 / 56 papers shown
Rein++: Efficient Generalization and Adaptation for Semantic Segmentation with Vision Foundation Models
Zhixiang Wei
Xiaoxiao Ma
Ruishen Yan
Tao Tu
Wei Xu
Jinjin Zheng
Yi-jing Jin
Enhong Chen
VLM
205
1
0
03 Aug 2025
Hyperbolic Dual Feature Augmentation for Open-Environment
Peilin Yu
Yuwei Wu
Zhi Gao
Xiaomeng Fan
Shuo Yang
Yunde Jia
296
1
0
10 Jun 2025
Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains
Sabbir Ahmed
Mamshad Nayeem Rizve
Abdullah Al Arafat
Jacqueline T. Liu
Rahim Hossain
Mohaiminul Al Nahian
Adnan Siraj Rakin
FedML
235
0
0
27 May 2025
When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity
Nesryne Mejri
Enjie Ghorbel
Anis Kacem
Pavel Chernakov
Niki Maria Foteinopoulou
Djamila Aouada
451
0
0
28 Feb 2025
Bi-temporal Gaussian Feature Dependency Guided Change Detection in Remote Sensing Images
Yi Xiao
B. Luo
Jun Liu
X. Su
Wei Wang
328
1
0
12 Oct 2024
Say No to Freeloader: Protecting Intellectual Property of Your Deep Model
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Lianyu Wang
Ming Wang
Huazhu Fu
Daoqiang Zhang
373
9
0
23 Aug 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams
Ziqiang Wang
Zhixiang Chi
Yanan Wu
Li Gu
Zhi Liu
Konstantinos Plataniotis
Yang Wang
OOD
TTA
343
12
0
16 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation
Zhilin Zhu
Xiaopeng Hong
Zhiheng Ma
Weijun Zhuang
Yaohui Ma
Yong Dai
Yaowei Wang
CLL
TTA
411
12
0
12 Jul 2024
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation
Shanshan Wang
Hao Zhou
Xun Yang
Zhenwei He
Meng Wang
Xingyi Zhang
Meng Wang
321
0
0
28 May 2024
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training
International Journal of Computer Vision (IJCV), 2024
Wenyu Zhang
Li Shen
Chuan-Sheng Foo
VLM
TTA
353
17
0
05 May 2024
SF(DA)
2
^2
2
: Source-free Domain Adaptation Through the Lens of Data Augmentation
Uiwon Hwang
Jonghyun Lee
Juhyeon Shin
Sungroh Yoon
331
27
0
16 Mar 2024
Cross-user activity recognition using deep domain adaptation with temporal relation information
Xiaozhou Ye
Waleed H. Abdulla
Nirmal Nair
Kevin I-Kai Wang
220
2
0
12 Mar 2024
Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank
Xingzhi Zhou
Zhiliang Tian
Ka Chun Cheung
Simon See
Nevin L. Zhang
240
3
0
26 Jan 2024
Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds
European Conference on Computer Vision (ECCV), 2023
Zicheng Wang
Zhen Zhao
Yiming Wu
Luping Zhou
Dong Xu
3DPC
444
4
0
27 Nov 2023
Language Semantic Graph Guided Data-Efficient Learning
Neural Information Processing Systems (NeurIPS), 2023
Wenxuan Ma
Shuang Li
Lincan Cai
Jingxuan Kang
248
6
0
15 Nov 2023
Confounder Balancing in Adversarial Domain Adaptation for Pre-Trained Large Models Fine-Tuning
Shuoran Jiang
Qingcai Chen
Yang Xiang
Youcheng Pan
Xiangping Wu
AI4CE
310
1
0
24 Oct 2023
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition
Pattern Recognition (Pattern Recogn.), 2023
Weide Liu
Zhonghua Wu
Yiming Wang
Henghui Ding
Fayao Liu
Jie Lin
Guosheng Lin
290
28
0
13 Sep 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation
Xiaohu Lu
H. Radha
239
1
0
12 Sep 2023
Fine-grained Recognition with Learnable Semantic Data Augmentation
IEEE Transactions on Image Processing (IEEE TIP), 2023
Yifan Pu
Yizeng Han
Yulin Wang
Junlan Feng
Chao Deng
Gao Huang
354
56
0
01 Sep 2023
Dual Compensation Residual Networks for Class Imbalanced Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Rui Hou
Hong Chang
Bingpeng Ma
Shiguang Shan
Xilin Chen
375
9
0
25 Aug 2023
Consistency Regularization for Generalizable Source-free Domain Adaptation
Longxiang Tang
Kai Li
Chunming He
Yulun Zhang
Xiu Li
TTA
316
23
0
03 Aug 2023
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation
Suho Lee
SeungWon Seo
Jihyo Kim
Yejin Lee
Sangheum Hwang
325
8
0
03 Apr 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2023
Nazmul Karim
Niluthpol Chowdhury Mithun
Abhinav Rajvanshi
Han-Pang Chiu
S. Samarasekera
Nazanin Rahnavard
TTA
272
97
0
30 Mar 2023
Robust Test-Time Adaptation in Dynamic Scenarios
Computer Vision and Pattern Recognition (CVPR), 2023
Longhui Yuan
Binhui Xie
Shuangliang Li
TTA
394
215
0
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
297
114
0
23 Mar 2023
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection
Computer Vision and Pattern Recognition (CVPR), 2023
Lianyu Wang
Meng Wang
Daoqiang Zhang
Huazhu Fu
197
26
0
20 Mar 2023
Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation
Zhongying Deng
Da Li
Junjun He
Yi-Zhe Song
Tao Xiang
232
1
0
10 Mar 2023
A Comprehensive Survey on Source-free Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhiqi Yu
Jingjing Li
Zhekai Du
Lei Zhu
Mengqi Li
TTA
475
232
0
23 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
232
0
0
03 Feb 2023
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation
Licong Guan
Xue Yuan
364
11
0
31 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Munan Ning
Donghuan Lu
Yujia Xie
Dongdong Chen
Dong Wei
Yefeng Zheng
Yonghong Tian
Shuicheng Yan
Liuliang Yuan
308
19
0
18 Jan 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation
Yuhang Zhang
Shishun Tian
Muxin Liao
Zhengyu Zhang
Wenbin Zou
Chen Xu
268
0
0
29 Dec 2022
Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2022
Wenyu Zhang
Li Shen
Chuan-Sheng Foo
TTA
AI4CE
301
26
0
15 Dec 2022
Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation
Yingxue Xu
Guihua Wen
Yang Hu
Pei Yang
OT
415
6
0
21 Nov 2022
Domain Generalization via Contrastive Causal Learning
Qiaowei Miao
Junkun Yuan
Kun Kuang
BDL
OOD
360
15
0
06 Oct 2022
AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen Environment via Domain Generalization
IEEE Transactions on Mobile Computing (IEEE TMC), 2022
Dazhuo Wang
Jianfei Yang
Wei Cui
Lihua Xie
S. Sun
229
61
0
21 Sep 2022
Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain
Pattern Recognition (Pattern Recogn.), 2022
Lianyu Wang
Meng Wang
Daoqiang Zhang
Huazhu Fu
432
6
0
05 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation
Neural Networks (NN), 2022
JoonHo Lee
Gyemin Lee
346
44
0
31 Aug 2022
FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification
IEEE Transactions on Image Processing (IEEE TIP), 2022
Yunqing Zhao
Ngai-Man Cheung
BDL
363
19
0
23 Aug 2022
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization
ACM Multimedia (ACM MM), 2022
Mengzhu Wang
Jianlong Yuan
Qi Qian
Zhibin Wang
Hao Li
392
41
0
02 Aug 2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation
ACM Multimedia (ACM MM), 2022
Wen-hui Ma
Jinming Zhang
Shuang Li
Chi Harold Liu
Yulin Wang
Wei Li
188
22
0
02 Aug 2022
Exploring Generalizable Distillation for Efficient Medical Image Segmentation
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Xingqun Qi
Zhuo Wu
Min Ren
Muyi Sun
Caifeng Shan
Zhe Sun
261
10
0
26 Jul 2022
Long-tailed Recognition by Learning from Latent Categories
Weide Liu
Zhonghua Wu
Yiming Wang
Henghui Ding
Fayao Liu
Jie Lin
Guosheng Lin
595
5
0
02 Jun 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Huan-ang Gao
Jichang Guo
Guoli Wang
Qian Zhang
303
82
0
02 May 2022
Source-Free Domain Adaptation via Distribution Estimation
Computer Vision and Pattern Recognition (CVPR), 2022
Ning Ding
Yixing Xu
Yehui Tang
Chao Xu
Yunhe Wang
Dacheng Tao
TTA
242
157
0
24 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Binhui Xie
Shuang Li
Mingjiang Li
Chi Harold Liu
Gao Huang
Guoren Wang
242
199
0
19 Apr 2022
Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Lin Chen
Wei Xu
Zhixiang Wei
Xin Jin
Xiao Tan
Yi Jin
Enhong Chen
229
142
0
08 Apr 2022
Domain-Augmented Domain Adaptation
Qiuhao Zeng
Tianze Luo
Boyu Wang
319
2
0
21 Feb 2022
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning
Shengjia Zhang
Tiancheng Lin
Yi Tian Xu
273
7
0
03 Dec 2021
Active Learning for Domain Adaptation: An Energy-Based Approach
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
Guoren Wang
345
149
0
02 Dec 2021
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