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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
A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extraction
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022
M. Luo
Shunping Ji
Shiqing Wei
288
33
0
22 Aug 2022
Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss
Annika Mütze
Matthias Rottmann
Hanno Gottschalk
193
5
0
18 Aug 2022
Introducing Intermediate Domains for Effective Self-Training during Test-Time
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Robert A. Marsden
Mario Döbler
Bin Yang
TTA
OOD
190
13
0
16 Aug 2022
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Robert A. Marsden
Felix Wiewel
Mario Döbler
Yang Yang
B. Yang
CLL
117
17
0
12 Aug 2022
Style Spectroscope: Improve Interpretability and Controllability through Fourier Analysis
Machine-mediated learning (ML), 2022
Zhiyu Jin
Xuli Shen
Bin Li
Xiangyang Xue
213
10
0
12 Aug 2022
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation
ACM Multimedia (ACM MM), 2022
Junjie Li
Zilei Wang
Yuan Gao
Xiaoming Hu
243
21
0
12 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation
Zhengeng Yang
Hongshan Yu
Wei Sun
Li Cheng
Lin Wang
277
6
0
12 Aug 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample
Sherwin Bahmani
Oliver Hahn
Eduard Zamfir
Nikita Araslanov
Zorah Lähner
Stefan Roth
OOD
TTA
VLM
379
10
0
10 Aug 2022
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration
European Conference on Computer Vision (ECCV), 2022
Ziqi Zhou
Lei Qi
Yinghuan Shi
324
51
0
08 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels
Tarun Kalluri
Manmohan Chandraker
VLM
183
14
0
04 Aug 2022
Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging
Ivan Zakazov
V. Shaposhnikov
Iaroslav Bespalov
Dmitry V. Dylov
OOD
187
9
0
31 Jul 2022
Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation
European Conference on Computer Vision (ECCV), 2022
Zhitong Xiong
Haopeng Li
Xiao Xiang Zhu
165
42
0
30 Jul 2022
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data
H. Lee
Changwoo Han
Jun-Sang Yoo
Seung‐Won Jung
361
12
0
27 Jul 2022
Domain-invariant Feature Exploration for Domain Generalization
Wang Lu
Yongfeng Zhang
Haoliang Li
Yiqiang Chen
Xing Xie
OOD
303
120
0
25 Jul 2022
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Kailai Li
Kailun Yang
Haowen Shi
Simon Reiß
Kunyu Peng
Chaoxiang Ma
Haodong Fu
Philip H. S. Torr
Kaiwei Wang
Rainer Stiefelhagen
ViT
MDE
367
52
0
25 Jul 2022
Quad-Net: Quad-domain Network for CT Metal Artifact Reduction
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Zilong Li
Qinhan Gao
Yaping Wu
Chuang Niu
Junping Zhang
Meiyun Wang
Ge Wang
Hongming Shan
MedIm
208
20
0
24 Jul 2022
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Geon Lee
Chanho Eom
Wonkyung Lee
Hyekang Park
Bumsub Ham
240
31
0
22 Jul 2022
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions
European Conference on Computer Vision (ECCV), 2022
Theodoros Panagiotakopoulos
Pier Luigi Dovesi
Linus Harenstam-Nielsen
Matteo Poggi
CLL
214
22
0
21 Jul 2022
Generative Domain Adaptation for Face Anti-Spoofing
European Conference on Computer Vision (ECCV), 2022
Qianyu Zhou
Ke-Yue Zhang
Taiping Yao
Ran Yi
Kekai Sheng
Shouhong Ding
Lizhuang Ma
CVBM
293
66
0
20 Jul 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Xin Lai
Zhuotao Tian
Xiaohan Li
Ying-Cong Chen
Shu Liu
Hengshuang Zhao
Liwei Wang
Jiaya Jia
225
52
0
20 Jul 2022
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation
European Conference on Computer Vision (ECCV), 2022
Cristiano Saltori
Fabio Galasso
G. Fiameni
Andrii Zadaianchuk
Elisa Ricci
Fabio Poiesi
3DPC
143
81
0
20 Jul 2022
Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box
European Conference on Computer Vision (ECCV), 2022
Jayeon Yoo
Inseop Chung
Nojun Kwak
ObjD
281
5
0
20 Jul 2022
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
David Brüggemann
Daniel Gehrig
Prune Truong
Luc Van Gool
388
75
0
14 Jul 2022
Domain Adaptive Video Segmentation via Temporal Pseudo Supervision
European Conference on Computer Vision (ECCV), 2022
Yun Xing
Dayan Guan
Jiaxing Huang
Shijian Lu
VOS
217
20
0
06 Jul 2022
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Mars: Semi-Supervised Learning for Mars Semantic Segmentation
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Jiahang Zhang
Lilang Lin
Zejia Fan
Wenjing Wang
Jiaying Liu
332
12
0
04 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration
Computer Vision and Pattern Recognition (CVPR), 2022
Jingyi Zhang
Jiaxing Huang
Xiaoqin Zhang
Shijian Lu
273
9
0
30 Jun 2022
Learning with Weak Annotations for Robust Maritime Obstacle Detection
Italian National Conference on Sensors (INS), 2022
Lojze Žust
Matej Kristan
186
3
0
27 Jun 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation
International Conference on Machine Learning (ICML), 2022
Jogendra Nath Kundu
Akshay Ravindra Kulkarni
Suvaansh Bhambri
Deepesh Mehta
Shreyas Kulkarni
Varun Jampani
R. Venkatesh Babu
TTA
223
104
0
16 Jun 2022
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation
Xuan Li
P. Toussaint
Alan C. Evans
Xue Liu
214
0
0
14 Jun 2022
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models
Italian National Conference on Sensors (INS), 2022
J. L. Gómez
Gabriel Villalonga
Antonio M. López
279
16
0
31 May 2022
Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation
Asian Conference on Computer Vision (ACCV), 2022
Hao Zhang
Ruimao Zhang
Zhanglin Peng
Junle Wang
Yanqing Jing
269
3
0
23 May 2022
Swapping Semantic Contents for Mixing Images
International Conference on Pattern Recognition (ICPR), 2022
Rémy Sun
Clément Masson
Gilles Hénaff
Nicolas Thome
Matthieu Cord
177
2
0
20 May 2022
Bi-level Alignment for Cross-Domain Crowd Counting
Computer Vision and Pattern Recognition (CVPR), 2022
Shenjian Gong
Shanshan Zhang
Jian Yang
Dengxin Dai
Bernt Schiele
228
29
0
12 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization
Weiyi Yu
Zhizhong Huang
Junping Zhang
Hongming Shan
OOD
MedIm
203
33
0
09 May 2022
Cross Domain Object Detection by Target-Perceived Dual Branch Distillation
Computer Vision and Pattern Recognition (CVPR), 2022
Meng He
Yali Wang
Jiaxi Wu
Yiru Wang
Hanqing Li
Yue Liu
Weihao Gan
Wei Wu
Yu Qiao
232
96
0
03 May 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
390
4
0
30 Apr 2022
Controlled Generation of Unseen Faults for Partial and Open-Partial Domain Adaptation
Reliability Engineering & System Safety (Reliab. Eng. Syst. Saf.), 2022
Katharina Rombach
Gabriel Michau
Prof. Dr. Olga Fink
AI4CE
195
44
0
29 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
321
295
0
27 Apr 2022
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization
Ilke Çugu
Goran Frehse
Yanbei Chen
Zeynep Akata
OOD
211
59
0
27 Apr 2022
Adaptable Text Matching via Meta-Weight Regulator
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Bo Zhang
Chen Zhang
Fang Ma
D. Song
OOD
186
0
0
27 Apr 2022
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer
Shahaf Ettedgui
Shady Abu Hussein
Raja Giryes
190
23
0
25 Apr 2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation
A. Saporta
Arthur Douillard
Tuan-Hung Vu
Patrick Pérez
Matthieu Cord
CLL
223
25
0
25 Apr 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning
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Soumen Basu
Mayank Gupta
Pratyaksha Rana
Pankaj Gupta
Chetan Arora
191
42
0
25 Apr 2022
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation
IEEE International Conference on Robotics and Automation (ICRA), 2022
Lu Zhang
Siqi Zhang
Xu Yang
Hong Qiao
Zhiyong Liu
153
12
0
21 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
177
187
0
19 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation
Feihu Zhang
V. Koltun
Juil Sock
René Ranftl
Stephan R. Richter
195
6
0
18 Apr 2022
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation
ACM Multimedia (ACM MM), 2022
Yulei Lu
Yawei Luo
Li Zhang
Zheyang Li
Yi Yang
Jun Xiao
OOD
138
37
0
16 Apr 2022
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Wanyu Xu
Zengmao Wang
Wei Bian
GAN
128
4
0
14 Apr 2022
Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Yahao Liu
Jinhong Deng
Jiale Tao
Tong Chu
Lixin Duan
Wen Li
183
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0
12 Apr 2022
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data
Computer Vision and Pattern Recognition (CVPR), 2022
Kyungjune Baek
Hyunjung Shim
172
13
0
11 Apr 2022
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