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2003.04010
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Context-Aware Domain Adaptation in Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
9 March 2020
Jinyu Yang
Weizhi An
Chao-chao Yan
P. Zhao
Junzhou Huang
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Papers citing
"Context-Aware Domain Adaptation in Semantic Segmentation"
38 / 38 papers shown
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2025
Hritam Basak
Zhaozheng Yin
VLM
321
1
0
08 Apr 2025
Unsupervised Domain Adaptive Lane Detection via Contextual Contrast and Aggregation
Kunyang Zhou
Yunjian Feng
Jun Li
368
2
0
18 Jul 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation
Huiqian Li
Xiaoxu Feng
Jieru Yao
Longfei Han
Zhongyu Li
Jiawei Han
388
38
0
30 Jun 2024
Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learning
Ting-Ruen Wei
Michele Hell
Dang Bich Thuy Le
Aren T Vierra
Ran Pang
Mahesh Patel
Young Kang
Yuling Yan
287
0
0
18 Apr 2024
Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models
Yimeng Li
Navid Rajabi
Sulabh Shrestha
Md. Alimoor Reza
Jana Kosecka
199
3
0
17 Nov 2023
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Duo Peng
Ping Hu
Qiuhong Ke
Jing Liu
DiffM
253
42
0
23 Aug 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation
Dongyu Yao
Boheng Li
312
6
0
16 Jul 2023
Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints
Rajshekhar Das
Jonathan M Francis
Sanket Vaibhav Mehta
Jean Oh
Emma Strubell
Jose Moura
336
1
0
29 Apr 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Lukas Hoyer
Dengxin Dai
Luc Van Gool
AI4CE
OOD
489
42
0
26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation
Manuel Schwonberg
Fadoua El Bouazati
Nico M. Schmidt
Hanno Gottschalk
349
13
0
24 Apr 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
51
0
24 Apr 2023
IDA: Informed Domain Adaptive Semantic Segmentation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Zheng Chen
Zhengming Ding
Jason M. Gregory
Lantao Liu
311
11
0
05 Mar 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Chuanglu Zhu
Kebin Liu
Wenqi Tang
Ke Mei
Jiaqi Zou
Tiejun Huang
374
10
0
14 Feb 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
264
0
0
29 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
488
350
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
171
11
0
29 Nov 2022
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene
Sulabh Shrestha
Yimeng Li
Jana Kosecka
3DPC
SSL
SSeg
354
3
0
04 Oct 2022
Domain-invariant Prototypes for Semantic Segmentation
Zhengeng Yang
Hongshan Yu
Wei Sun
Li Cheng
Lin Wang
363
6
0
12 Aug 2022
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation
Xuan Li
P. Toussaint
Alan C. Evans
Xue Liu
242
0
0
14 Jun 2022
Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation
Social Science Research Network (SSRN), 2022
Daehan Kim
Min-seok Seo
Jinsun Park
Dong-Geol Choi
TTA
477
4
0
30 Apr 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Lukas Hoyer
Dengxin Dai
Luc Van Gool
365
311
0
27 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation
Feihu Zhang
V. Koltun
Juil Sock
René Ranftl
Stephan R. Richter
243
6
0
18 Apr 2022
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation
Kailai Li
Chaoxiang Ma
Kailun Yang
Alina Roitberg
Kunyu Peng
Rainer Stiefelhagen
MDE
248
51
0
21 Oct 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation
Inseop Chung
Jayeon Yoo
Nojun Kwak
245
6
0
21 Oct 2021
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries
Adriano Cardace
Pierluigi Zama Ramirez
Samuele Salti
Luigi Di Stefano
OOD
208
19
0
06 Oct 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Jogendra Nath Kundu
Akshay Ravindra Kulkarni
Amit Singh
Varun Jampani
R. Venkatesh Babu
TTA
285
143
0
25 Aug 2021
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange
International Conference on Intelligent Transportation Systems (ITSC), 2021
Chaoxiang Ma
Kailai Li
Kailun Yang
Alina Roitberg
Rainer Stiefelhagen
MDE
230
49
0
13 Aug 2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Jinyu Yang
Jingjing Liu
N. Xu
Junzhou Huang
373
172
0
12 Aug 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation
Qianyu Zhou
Zhengyang Feng
Qiqi Gu
Jiangmiao Pang
Guangliang Cheng
Xuequan Lu
Jianping Shi
Lizhuang Ma
458
159
0
08 Aug 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Jinyu Yang
Chunyuan Li
Weizhi An
Hehuan Ma
Yuzhi Guo
Yu Rong
P. Zhao
Junzhou Huang
AAML
237
34
0
23 May 2021
Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Suman Saha
Anton Obukhov
D. Paudel
Menelaos Kanakis
Yuhua Chen
Stamatios Georgoulis
Luc Van Gool
OOD
348
64
0
17 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Nikita Araslanov
Stefan Roth
413
273
0
30 Apr 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation
IEEE International Conference on Computer Vision (ICCV), 2021
Qin Wang
Dengxin Dai
Lukas Hoyer
Luc Van Gool
Olga Fink
OOD
MDE
397
166
0
28 Apr 2021
Source-Free Domain Adaptation for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Yuang Liu
Wei Zhang
Jun Wang
325
320
0
30 Mar 2021
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Inseop Chung
Daesik Kim
Nojun Kwak
391
20
0
25 Feb 2021
DACS: Domain Adaptation via Cross-domain Mixed Sampling
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Wilhelm Tranheden
Viktor Olsson
Juliano Pinto
Lennart Svensson
422
444
0
17 Jul 2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation
European Conference on Computer Vision (ECCV), 2020
Jinyu Yang
Weizhi An
Sheng Wang
Xinliang Zhu
Chao-chao Yan
Junzhou Huang
319
117
0
10 Mar 2020
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,156
0
17 Feb 2017
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