FDA: Fourier Domain Adaptation for Semantic Segmentation

Computer Vision and Pattern Recognition (CVPR), 2020

11 April 2020

Papers citing "FDA: Fourier Domain Adaptation for Semantic Segmentation"

50 / 489 papers shown

Title
Mitosis domain generalization in histopathology images -- The MIDOG challenge Marc Aubreville N. Stathonikos C. Bertram Robert Klopleisch N. T. ter Hoeve ... A. Khademi Sen Yang Xiyue Wang M. Veta Katharina Breininger 161 129 0 06 Apr 2022
Domain-Agnostic Prior for Transfer Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 211 37 0 06 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Sohyun Lee Taeyoung Son Suha Kwak 557 85 0 04 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the WildComputer Vision and Pattern Recognition (CVPR), 2022 Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 256 124 0 04 Apr 2022
Co-Teaching for Unsupervised Domain Adaptation and Expansion Hailan Lin Qijie Wei Xirong Li Ruixiang Zhao Xirong Li 282 1 0 04 Apr 2022
Semantic-Aware Domain Generalized SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Duo Peng Yinjie Lei Munawar Hayat Yulan Guo Wen Li 252 134 0 02 Apr 2022
Few-shot One-class Domain Adaptation Based on Frequency for Iris Presentation Attack DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yachun Li Yingzi Lian Jingjing Wang Yuhui Chen Chunmao Wang Shiliang Pu CVBM 261 6 0 01 Apr 2022
A Unified Framework for Domain Adaptive Pose EstimationEuropean Conference on Computer Vision (ECCV), 2022 Donghyun Kim Kaihong Wang Kate Saenko Margrit Betke Stan Sclaroff OOD 194 43 0 01 Apr 2022
SimT: Handling Open-set Noise for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Xiaoqing Guo Jie Liu Tongliang Liu Yiyuan Yuan 253 31 0 29 Mar 2022
Continual Test-Time Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 257 563 0 25 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization Kecheng Zheng Yang Cao Kai Zhu Ruijing Zhao Zhengjun Zha 169 10 0 24 Mar 2022
Deep Frequency Filtering for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 Shiqi Lin Zhizheng Zhang Zhipeng Huang Yan Lu Cuiling Lan ... Jiang Wang Zicheng Liu Amey Parulkar V. Navkal Zhibo Chen 254 68 0 23 Mar 2022
FAR: Fourier Aerial Video RecognitionEuropean Conference on Computer Vision (ECCV), 2022 D. Kothandaraman Tianrui Guan Xijun Wang Sean Hu Ming-Shun Lin Tianyi Zhou 237 19 0 21 Mar 2022
Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic DataComputer Vision and Pattern Recognition (CVPR), 2022 Junfeng Lyu Peng Kuang F. Xu 3DH 266 21 0 20 Mar 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 320 52 0 18 Mar 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Ruihuang Li Shuai Li Chenhang He Yabin Zhang Xu Jia Lei Zhang 160 99 0 18 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Gang Hua Qifeng Bai Wenbing Huang ViT 126 25 0 15 Mar 2022
An Annotation-free Restoration Network for Cataractous Fundus ImagesIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Heng Li Haofeng Liu Yan Hu Huazhu Fu Yitian Zhao Hanpei Miao Jiang-Dong Liu 154 70 0 15 Mar 2022
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning Yuqian Fu Yu Xie Yanwei Fu Yue Yu Yu-Gang Jiang 191 28 0 15 Mar 2022
Adversarial amplitude swap towards robust image classifiers Tan Yang K. Kawamoto Hiroshi Kera AAML 140 1 0 14 Mar 2022
Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation Linkai Peng Li Lin Pujin Cheng Huaqing He Xiaoying Tang 232 6 0 07 Mar 2022
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Kailai Li Kailun Yang Chaoxiang Ma Simon Reiß Kunyu Peng Rainer Stiefelhagen ViT 284 92 0 02 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 175 17 0 02 Mar 2022
Embodied Active Domain Adaptation for Semantic Segmentation via Informative Path PlanningIEEE Robotics and Automation Letters (RA-L), 2022 René Zurbrugg Hermann Blum Cesar Cadena Roland Siegwart L. Schmid SSeg 172 25 0 01 Mar 2022
Regional-Local Adversarially Learned One-Class Classifier Anomalous Sound Detection in Global Long-Term SpaceKnowledge Discovery and Data Mining (KDD), 2022 Yuyang Sha J. Faber S. Gou Bonnie M. Liu Wei Li ... T. Steckenreiter D. Vnucec Nadine Wetzstein A. Widl Kai Zhou AAML 156 9 0 26 Feb 2022
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Pengxiang Yan Ziyi Wu Meng-Shu Liu K. Zeng Liang Lin Guanbin Li 159 36 0 26 Feb 2022
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment P. Shyam Antyanta Bangunharcana Kuk-Jin Yoon Kyung-soo Kim 221 6 0 26 Feb 2022
Beyond Deterministic Translation for Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2022 E. Chiou Eleftheria Panagiotaki Iasonas Kokkinos 278 2 0 15 Feb 2022
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Tsung-Han Wu Yi-Syuan Liou Shaojie Yuan Hsin-Ying Lee Tung-I Chen Kuan-Chih Huang Winston H. Hsu 244 10 0 14 Feb 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2022 Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 169 12 0 09 Feb 2022
CECILIA: Comprehensive Secure Machine Learning FrameworkPatterns (Patterns), 2022 Ali Burak Ünal Nícolas Pfeifer Mete Akgün 286 5 0 07 Feb 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and InteractionACM Multimedia (ACM MM), 2022 Jing-Yi Wang Ruoyi Du Dongliang Chang Kongming Liang Zhanyu Ma OOD 254 58 0 20 Jan 2022
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations Xiaoqian Ruan Gaoang Wang 154 2 0 31 Dec 2021
Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection R. Liu Yahong Han Yaowei Wang Qi Tian 212 3 0 16 Dec 2021
Exploring Event-driven Dynamic Context for Accident Scene Segmentation Kailai Li Kailun Yang Rainer Stiefelhagen 157 39 0 09 Dec 2021
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Xinyi Wu Zhenyao Wu Yuhang Lu Lili Ju Song Wang 154 29 0 09 Dec 2021
Pareto Domain Adaptation Fangrui Lv Jian Liang Kaixiong Gong Shuang Li Chi Harold Liu Han Li Di Liu Guoren Wang 193 37 0 08 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 234 43 0 06 Dec 2021
Seeing Objects in dark with Continual Contrastive Learning U. Dutta ObjD 209 5 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 279 7 0 04 Dec 2021
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng Benteng Ma Jing Zhang Shanshan Zhao Yong-quan Xia Dacheng Tao AAML 258 97 0 02 Dec 2021
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning Linhao Qu Shaolei Liu Manning Wang Zhijian Song ViT 360 171 0 02 Dec 2021
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 239 64 0 01 Dec 2021
Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Kai Zhang Yifan Sun Rui Wang Haichang Li Xiaohui Hu 108 18 0 01 Dec 2021
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation Fengyi Shen A. Gurram Ahmet Faruk Tuna O. Urfalioglu Alois C. Knoll 205 4 0 30 Nov 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 315 57 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 356 557 0 29 Nov 2021
Unsupervised Image Denoising with Frequency Domain KnowledgeBritish Machine Vision Conference (BMVC), 2021 Nahyun Kim Dong-Won Jang Sunhyeok Lee Bomi Kim Dae-Shik Kim 186 12 0 29 Nov 2021
Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation Zehui Liao Shishuai Hu Yutong Xie Yong-quan Xia 232 25 0 26 Nov 2021
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 203 105 0 25 Nov 2021