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2004.05498
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FDA: Fourier Domain Adaptation for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
11 April 2020
Yanchao Yang
Stefano Soatto
OOD
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Papers citing
"FDA: Fourier Domain Adaptation for Semantic Segmentation"
50 / 489 papers shown
FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment
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Heon Gu
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18 Jan 2023
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation
International Journal of Applied Earth Observation and Geoinformation (JAEOG), 2023
Qi Zhao
Shuchang Lyu
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Lijiang Chen
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13 Jan 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Seokbeom Song
Suhyeon Lee
Hongje Seong
Kyoungwon Min
Euntai Kim
155
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11 Jan 2023
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Haoyu Ma
Xiangru Lin
Yizhou Yu
334
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03 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
232
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29 Dec 2022
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Min-seok Seo
Hakjin Lee
Y. Jeon
Junghoon Seo
212
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20 Dec 2022
A Probabilistic Framework for Lifelong Test-Time Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Dhanajit Brahma
Piyush Rai
TTA
300
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19 Dec 2022
Painterly Image Harmonization in Dual Domains
AAAI Conference on Artificial Intelligence (AAAI), 2022
Junyan Cao
Y. Hong
Li Niu
278
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17 Dec 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers
R. Gong
Qin Wang
Dengxin Dai
Luc Van Gool
ViT
164
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14 Dec 2022
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation
Ibrahim Batuhan Akkaya
U. Halici
TTA
256
4
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08 Dec 2022
PØDA: Prompt-driven Zero-shot Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2022
Mohammad Fahes
Tuan-Hung Vu
Andrei Bursuc
Patrick Pérez
Raoul de Charette
VLM
385
74
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06 Dec 2022
Union-set Multi-source Model Adaptation for Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Zongyao Li
Ren Togo
Takahiro Ogawa
Miki Haseyama
174
5
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06 Dec 2022
Stable Learning via Sparse Variable Independence
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Han Yu
Peng Cui
Yue He
Zheyan Shen
Yong Lin
Renzhe Xu
Xingxuan Zhang
OOD
178
21
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02 Dec 2022
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2022
Prithvijit Chattopadhyay
Kartik Sarangmath
Vivek Vijaykumar
Judy Hoffman
410
47
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02 Dec 2022
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jiajin Zhang
Hanqing Chao
Amit Dhurandhar
Pin-Yu Chen
A. Tajer
Yangyang Xu
Pingkun Yan
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217
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Domain Adaptive Scene Text Detection via Subcategorization
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Chuhui Xue
Jingyi Zhang
Shijian Lu
231
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QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images
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Feng Qiao
Weide Zhang
Yiliang Xu
Yong Deng
Guangbin Wu
Qiang Zhang
148
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29 Nov 2022
Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shaolei Liu
Siqi Yin
Linhao Qu
Manning Wang
OOD
209
22
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28 Nov 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation
Kaihong Wang
Donghyun Kim
Regerio Feris
Kate Saenko
Margrit Betke
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307
5
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27 Nov 2022
Unsupervised Continual Semantic Adaptation through Neural Rendering
Computer Vision and Pattern Recognition (CVPR), 2022
Zhizheng Liu
Francesco Milano
Jonas Frey
Roland Siegwart
Hermann Blum
Cesar Cadena
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183
20
0
25 Nov 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions
AAAI Conference on Artificial Intelligence (AAAI), 2022
Mingjiang Li
Binhui Xie
Shuang Li
Chi Harold Liu
Xinjing Cheng
209
18
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22 Nov 2022
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation
Shishuai Hu
Zehui Liao
Yong-quan Xia
OOD
MedIm
283
26
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21 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations
IEEE Transactions on Computational Imaging (TCI), 2022
Zhijie Xu
Haowen Shi
Shaohua Gao
Kailai Li
Kailun Yang
Lei Sun
Huajian Ni
Kaiwei Wang
307
5
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21 Nov 2022
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA
British Machine Vision Conference (BMVC), 2022
Tingbo Liao
Huang-ru Liao
Shan Yang
Jiemei Yao
Li-Yuan Tsao
...
Bo Wun Cheng
Chen-Hao Chao
Chia-Che Chang
Yi-Chen Lo
Chun-Yi Lee
213
2
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16 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
256
77
0
14 Nov 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Kyusik Cho
Suhyeon Lee
Hongje Seong
Euntai Kim
260
5
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04 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection
Computer Vision and Image Understanding (CVIU), 2022
Huayi Zhou
Fei Jiang
Hongtao Lu
ObjD
306
108
0
04 Nov 2022
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Seongyeong Lee
Han-Ju Park
Dong Uk Kim
Jihyeon Kim
Muhammadjon Boboev
Seungryul Baek
3DH
330
11
0
30 Oct 2022
SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles
Zhi Lv
Bo Lin
Yaning Tan
Lihua Wang
Mochen Yu
Yao Tang
Jiajun Liang
116
0
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26 Oct 2022
Intra-Source Style Augmentation for Improved Domain Generalization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yumeng Li
Dan Zhang
Margret Keuper
Anna Khoreva
264
39
0
18 Oct 2022
Attention Regularized Laplace Graph for Domain Adaptation
IEEE Transactions on Image Processing (IEEE TIP), 2022
Lingkun Luo
Limin Chen
Shiqiang Hu
AI4CE
173
12
0
15 Oct 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Marco Toldo
Umberto Michieli
Pietro Zanuttigh
CLL
VLM
250
15
0
13 Oct 2022
Hierarchical Instance Mixing across Domains in Aerial Segmentation
IEEE Access (IEEE Access), 2022
Edoardo Arnaudo
A. Tavera
F. Dominici
Carlo Masone
Barbara Caputo
137
8
0
12 Oct 2022
Deep Fourier Up-Sampling
Neural Information Processing Systems (NeurIPS), 2022
Man Zhou
Huikang Yu
Jie Huang
Fengmei Zhao
Liang Feng
Chen Change Loy
Deyu Meng
Chongyi Li
OOD
167
70
0
11 Oct 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data
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Qian Yu
Dongnan Liu
Chaoyi Zhang
Xinwen Zhang
Weidong (Tom) Cai
OOD
174
4
0
10 Oct 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
295
3
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07 Oct 2022
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline
ACM Multimedia (ACM MM), 2022
Yuan-Gen Wang
Leyan Zhu
Shaofei Huang
Tianrui Hui
Xiaojie Li
Haiwei Yang
Si Liu
188
11
0
06 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Donald Shenaj
Eros Fani
Marco Toldo
Debora Caldarola
A. Tavera
Umberto Michieli
Marco Ciccone
Pietro Zanuttigh
Barbara Caputo
FedML
212
47
0
05 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels
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Shengjie Liu
Chuanglu Zhu
Wenqi Tang
309
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0
05 Oct 2022
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yangsong Zhang
Subhankar Roy
Hongtao Lu
Elisa Ricci
Stéphane Lathuilière
TTA
224
7
0
04 Oct 2022
Online pseudo labeling for polyp segmentation with momentum networks
International Conference on Knowledge and Systems Engineering (KSE), 2022
Toan Pham Van
Linh Doan Bao
Thanh-Tung Nguyen
Duc Trung Tran
Quan Nguyen
D. V. Sang
242
6
0
29 Sep 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yifan Lu
Gurkirt Singh
Suman Saha
Luc Van Gool
TTA
340
3
0
28 Sep 2022
Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis
Yee-Yang Tee
Deruo Cheng
Chye-Soon Chee
Tong Lin
Yiqiong Shi
B. Gwee
75
7
0
27 Sep 2022
Noise transfer for unsupervised domain adaptation of retinal OCT images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Valentin Koch
Olle Holmberg
H. Spitzer
Johannes Schiefelbein
B. Asani
Michael Hafner
Fabian J. Theis
258
12
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Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2022
Lin Chen
Zhixiang Wei
Xin Jin
Wei Xu
Miao Zheng
Kaikang Chen
Yi-jing Jin
261
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16 Sep 2022
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2022
Ye Du
Yujun Shen
Haochen Wang
Jingjing Fei
Wei Li
Liwei Wu
Rui Zhao
Zehua Fu
Qingjie Liu
253
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15 Sep 2022
Unpaired Image Translation via Vector Symbolic Architectures
European Conference on Computer Vision (ECCV), 2022
Justin D. Theiss
Jay Leverett
Daeil Kim
Aayush Prakash
165
35
0
06 Sep 2022
Boosting Night-time Scene Parsing with Learnable Frequency
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Zhifeng Xie
Sen Wang
Ke Xu
Zhizhong Zhang
Xin Tan
Yuan Xie
Lizhuang Ma
171
34
0
30 Aug 2022
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation
Wei Yan
Yeqiang Qian
Chunxiang Wang
Ming Yang
205
22
0
23 Aug 2022
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Qucheng Peng
Zhengming Ding
Lingjuan Lyu
Lichao Sun
Chen Chen
OOD
MLAU
263
27
0
22 Aug 2022
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