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Category Contrast for Unsupervised Domain Adaptation in Visual Tasks
Computer Vision and Pattern Recognition (CVPR), 2021
5 June 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
Ling Shao
CML
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Papers citing
"Category Contrast for Unsupervised Domain Adaptation in Visual Tasks"
50 / 63 papers shown
Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation
Renrong Shao
Wei Zhang
Jun Wang
179
0
0
25 Oct 2025
Global Variational Inference Enhanced Robust Domain Adaptation
Lingkun Luo
Shiqiang Hu
Liming Chen
OOD
219
0
0
04 Jul 2025
Noise Optimized Conditional Diffusion for Domain Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Lingkun Luo
Shiqiang Hu
Liming Chen
DiffM
298
1
0
12 May 2025
Partial Distribution Alignment via Adaptive Optimal Transport
Pei Yang
Qi Tan
Guihua Wen
364
0
0
07 Mar 2025
Open-Vocabulary Object Detection via Language Hierarchy
Neural Information Processing Systems (NeurIPS), 2024
Jiaxing Huang
Jingyi Zhang
Kai Jiang
Shijian Lu
ObjD
VLM
397
7
0
27 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation Models
Neural Information Processing Systems (NeurIPS), 2024
Jingyi Zhang
Jiaxing Huang
Xiaoqin Zhang
Ling Shao
Shijian Lu
VLM
357
19
0
27 Oct 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection
Neural Information Processing Systems (NeurIPS), 2024
Haoyang Li
Rui Zhang
Hantao Yao
X. Zhang
Yifan Hao
Xinkai Song
Xiaqing Li
Yongwei Zhao
Ling Li
Yunji Chen
ObjD
VLM
378
10
0
11 Oct 2024
GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series
International Conference on Database Systems for Advanced Applications (DASFAA), 2024
Gang Tu
Dan Li
Bingxin Lin
Zibin Zheng
See-Kiong Ng
AI4TS
247
2
0
09 Oct 2024
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast
Neural Networks (NN), 2024
Xiaoke Hao
Shiyu Liu
Chuanbo Feng
Ye Zhu
354
0
0
27 Sep 2024
EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Xu Zheng
Lin Wang
463
2
0
19 Sep 2024
Collaborative Learning for Enhanced Unsupervised Domain Adaptation
Minhee Cho
Hyesong Choi
Hayeon Jo
Dongbo Min
407
1
0
04 Sep 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning
Mu Chen
Zhedong Zheng
Yi Yang
330
1
0
24 Jul 2024
ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection
Yun Liang
Zhiguang Hu
Junjie Huang
Donglin Di
Anyang Su
Lei Fan
357
14
0
01 Jul 2024
Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach
Mengcheng Lan
Min Meng
Jun-chen Yu
Jigang Wu
CLL
371
5
0
20 Jun 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
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation
Yachan Guo
Yi Xiao
Danna Xue
Jose Luis Gomez Zurita
Antonio M. López
520
1
0
15 May 2024
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data
Yonghao Xu
Pedram Ghamisi
Yannis Avrithis
OOD
362
2
0
10 May 2024
Self-Labeling in Multivariate Causality and Quantification for Adaptive Machine Learning
Yutian Ren
A. Yen
G. P. Li
CML
303
1
0
08 Apr 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Xueye Zheng
Lin Wang
TTA
330
33
0
21 Mar 2024
From Canteen Food to Daily Meals: Generalizing Food Recognition to More Practical Scenarios
IEEE transactions on multimedia (IEEE TMM), 2024
Guoshan Liu
Yang Jiao
Yue Yu
Bin Zhu
Yueping Jiang
258
15
0
12 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation
Erik Brorsson
Knut Åkesson
Lennart Svensson
Kristofer Bengtsson
505
4
0
06 Mar 2024
Domain Adaptation for Large-Vocabulary Object Detectors
Neural Information Processing Systems (NeurIPS), 2024
Kai Jiang
Jiaxing Huang
Weiying Xie
Jie Lei
Yunsong Li
Ling Shao
Shijian Lu
ObjD
VLM
414
4
0
13 Jan 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Lin Zhang
Linghan Xu
Saman Motamed
Shayok Chakraborty
Fernando de la Torre
341
9
0
10 Jan 2024
DDAM-PS: Diligent Domain Adaptive Mixer for Person Search
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Mohammed Khaleed Almansoori
Mustansar Fiaz
Hisham Cholakkal
258
3
0
31 Oct 2023
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation
IEEE Transactions on Image Processing (IEEE TIP), 2023
Junyu Gao
Xinhong Ma
Changsheng Xu
371
18
0
12 Oct 2023
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Jiewen Yang
Xinpeng Ding
Ziyang Zheng
Xiaowei Xu
Xiaomeng Li
OOD
197
30
0
20 Sep 2023
Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023
Jingyu Zhang
Huitong Yang
Daijie Wu
Jacky Keung
Xuesong Li
Xinge Zhu
Yuexin Ma
3DPC
334
1
0
19 Sep 2023
StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain Adaptation
British Machine Vision Conference (BMVC), 2023
Zhexiao Xiong
Feng Qiao
Yu Zhang
Nathan Jacobs
321
4
0
04 Sep 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory
IEEE International Conference on Computer Vision (ICCV), 2023
Jingyi Zhang
Jiaxing Huang
Xue-Qiu Jiang
Shijian Lu
351
24
0
25 Aug 2023
Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition
ACM Multimedia (ACM MM), 2023
Jiaxin Ye
Yujie Wei
Xin-Cheng Wen
Chenglong Ma
Zhizhong Huang
Kunhong Liu
Hongming Shan
337
8
0
04 Aug 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation
Dongyu Yao
Boheng Li
316
6
0
16 Jul 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation
Jiaxing Huang
Jingyi Zhang
Han Qiu
Sheng Jin
Shijian Lu
VPVLM
VLM
413
3
0
29 Jun 2023
Learning Domain-Aware Detection Head with Prompt Tuning
Neural Information Processing Systems (NeurIPS), 2023
Haochen Li
Rui Zhang
Hantao Yao
Xinkai Song
Yifan Hao
Yongwei Zhao
Ling Li
Yunji Chen
VLM
402
28
0
09 Jun 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
International Conference on Machine Learning (ICML), 2023
Nan Yin
Libin Shen
Mengzhu Wang
L. Lan
Zeyu Ma
C. L. Philip Chen
Xiansheng Hua
Xiao Luo
627
61
0
08 Jun 2023
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement
IEEE Access (IEEE Access), 2023
Jiawei Qin
Takuru Shimoyama
Xucong Zhang
Yusuke Sugano
CVBM
337
4
0
25 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation
International Journal of Computer Vision (IJCV), 2023
Haochen Wang
Yujun Shen
Jingjing Fei
Wei Li
Liwei Wu
Yuxi Wang
Zhaoxiang Zhang
OOD
269
12
0
23 May 2023
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
279
53
0
24 Apr 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2023
Aoran Xiao
Jiaxing Huang
Weihao Xuan
Ruijie Ren
Kangcheng Liu
Dayan Guan
Abdulmotaleb El Saddik
Shijian Lu
Eric P. Xing
324
71
0
03 Apr 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2023
Jintao Guo
Na Wang
Lei Qi
Yinghuan Shi
346
73
0
21 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Liwei Yang
Xiang Gu
Jian Sun
260
24
0
03 Mar 2023
MADI: Inter-domain Matching and Intra-domain Discrimination for Cross-domain Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jiaming Zhou
Shiwan Zhao
Ning Jiang
Guoqing Zhao
Yong Qin
307
10
0
22 Feb 2023
Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation
Yuqi Chen
Xiangbin Zhu
Yonggang Li
Yingjian Li
H. Fang
SSL
469
4
0
31 Jan 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification
Zhize Wu
Changjiang Du
Lekang Zou
Ming Tan
Tong Xu
Fan-Ning Cheng
Fudong Nian
T. Weise
262
2
0
30 Jan 2023
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
491
351
0
02 Dec 2022
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation
Asian Conference on Computer Vision (ACCV), 2022
Xin Yang
Michael Bi Mi
Yuan. Yuan
Xin Wang
R. Tan
248
9
0
24 Nov 2022
Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation
Yingxue Xu
Guihua Wen
Yang Hu
Pei Yang
OT
415
6
0
21 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
ACM Multimedia (ACM MM), 2022
Mu Chen
Zhedong Zheng
Yi Yang
Tat-Seng Chua
319
86
0
14 Nov 2022
IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels
International Conference on Neural Information Processing (ICONIP), 2022
Xuewei Li
Weilun Zhang
Jie Gao
Xuzhou Fu
Jian Yu
366
3
0
07 Oct 2022
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis
Knowledge-Based Systems (KBS), 2022
Yumin Zhang
Yawen Hou
Xiuyi Chen
Hongyuan Yu
Long Xia
CLL
OOD
307
4
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
434
6
0
05 Sep 2022
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