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

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Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-RefinementIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Xingchen Zhao Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 236 20 0 25 Oct 2023
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Zihang Xu Haifan Gong Xiang Wan Haofeng Li 205 12 0 22 Oct 2023
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy ImagesInternational Conference on Information Photonics (ICIP), 2023 Ju-Hyeon Nam Seo-Hyeong Park Nur Suriza Syazwany Yerim Jung Yu-Han Im Sang-Chul Lee 250 6 0 09 Oct 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 230 9 0 28 Sep 2023
Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge Marc Aubreville N. Stathonikos T. Donovan R. Klopfleisch J. Ganz ... Yongbing Zhang Sen Yang Xiyue Wang Katharina Breininger C. Bertram 137 41 0 27 Sep 2023
Informative Data Mining for One-Shot Cross-Domain Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Yuxi Wang Jian Liang J. Xiao Shuqi Mei Yu-Ren Yang Zhaoxiang Zhang VLM 226 10 0 25 Sep 2023
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Jiewen Yang Xinpeng Ding Ziyang Zheng Xiaowei Xu Xiaomeng Li OOD 141 21 0 20 Sep 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel ObjectsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 200 35 0 19 Sep 2023
Domain Generalization with Fourier Transform and Soft ThresholdingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Hongyi Pan Bin Wang Zheyuan Zhan Xin Zhu Debesh Jha Ahmet Enis Cetin C. Spampinato Ulas Bagci OOD 138 7 0 18 Sep 2023
Adaptive Communications in Collaborative Perception with Domain Alignment for Autonomous DrivingGlobal Communications Conference (GLOBECOM), 2023 Senkang Hu Zhengru Fang Haonan An Guowen Xu Yuan Zhou Xianhao Chen Yuguang Fang 273 21 0 15 Sep 2023
Style Generation: Image Synthesis based on Coarsely Matched Texts Mengyao Cui Zhe Zhu Shao-Ping Lu Yulu Yang 141 1 0 08 Sep 2023
Mask2Anomaly: Mask Transformer for Universal Open-set SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Shyam Nandan Rai Fabio Cermelli Barbara Caputo Carlo Masone ISeg ViT 273 15 0 08 Sep 2023
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis Thanh-Huy Nguyen Q. Kha Thai Ngoc Toan Truong Ba Thinh Lam Ba-Hung Ngo Quang Vinh Dinh N. Le 107 18 0 07 Sep 2023
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain AdaptationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Jiajin Zhang Hanqing Chao Amit Dhurandhar Pin-Yu Chen A. Tajer Yangyang Xu Pingkun Yan 140 12 0 03 Sep 2023
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object DetectionBritish Machine Vision Conference (BMVC), 2023 M. L. Mekhalfi Davide Boscaini Fabio Poiesi 212 9 0 29 Aug 2023
Domain-Specificity Inducing Transformers for Source-Free Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2023 Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri Akshay Ravindra Kulkarni Jogendra Nath Kundu R. Venkatesh Babu ViT 157 19 0 27 Aug 2023
Unsupervised Domain Adaptation for Anatomical Landmark DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Haibo Jin Haoxuan Che Haoxing Chen OOD 122 18 0 25 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryIEEE International Conference on Computer Vision (ICCV), 2023 Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 255 21 0 25 Aug 2023
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Duo Peng Ping Hu Qiuhong Ke Jing Liu DiffM 197 37 0 23 Aug 2023
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal TargetsIEEE International Conference on Computer Vision (ICCV), 2023 Cody Simons Dripta S. Raychaudhuri Sk. Miraj Ahmed Suya You Konstantinos Karydis Amit K. Roy-Chowdhury 181 10 0 23 Aug 2023
Frequency Compensated Diffusion Model for Real-scene DehazingNeural Networks (Neural Netw.), 2023 Jing Wang Songtao Wu Kuanhong Xu Zhiqiang Yuan DiffM 165 52 0 21 Aug 2023
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI ReconstructionIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 Yu-bao Yan Chun-Mei Feng Yuexiang Li Rick Siow Mong Goh Lei Zhu MedIm 197 6 0 20 Aug 2023
TransFace++: Rethinking the Face Recognition Paradigm with a Focus on Accuracy, Efficiency, and SecurityIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jun Dan Yang Liu Haoyu Xie Jiankang Deng H. Xie ViT 252 36 0 20 Aug 2023
Learning to Distill Global Representation for Sparse-View CTIEEE International Conference on Computer Vision (ICCV), 2023 Zilong Li Chenglong Ma Jie Chen Junping Zhang Hongming Shan 182 18 0 16 Aug 2023
Tissue Segmentation of Thick-Slice Fetal Brain MR Scans with Guidance from High-Quality Isotropic VolumesIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023 Shijie Huang Xukun Zhang Zhiming Cui Helena Zhang Geng Chen Dinggang Shen 145 3 0 13 Aug 2023
Unsupervised Adaptation of Polyp Segmentation Models via Coarse-to-Fine Self-SupervisionInformation Processing in Medical Imaging (IPMI), 2023 Jiexiang Wang Chaoqi Chen 227 2 0 13 Aug 2023
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning Shunxin Wang C. Brune Raymond N. J. Veldhuis N. Strisciuglio AAML 169 5 0 12 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Anant Khandelwal 206 2 0 10 Aug 2023
Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis Sahar Almahfouz Nasser Ashutosh Sharma Anmol Saraf Amruta Parulekar P. Haria A. Sethi MedIm 93 0 0 10 Aug 2023
Vision-Based Autonomous Navigation for Unmanned Surface Vessel in Extreme Marine ConditionsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Muhayyuddin Ahmed A. B. Bakht Taimur Hassan Waseem Akram Ahmed Humais Lakmal Seneviratne Shaoming He Defu Lin Irfan Hussain 104 20 0 08 Aug 2023
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorACM Multimedia (ACM MM), 2023 Zixin Wang Yadan Luo Zhi Chen Sen Wang Zi Huang 272 18 0 06 Aug 2023
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Marc Botet Colomer Pier Luigi Dovesi Theodoros Panagiotakopoulos J. Carvalho Linus Harenstam-Nielsen Hossein Azizpour Hedvig Kjellström Zorah Lähner Matteo Poggi TTA 165 17 0 27 Jul 2023
Unmasking Anomalies in Road-Scene SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Shyam Nandan Rai Fabio Cermelli Dario Fontanel Carlo Masone Barbara Caputo ISeg 185 56 0 25 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 368 0 0 24 Jul 2023
Frequency-mixed Single-source Domain Generalization for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Heng Li Haojin Li Wei Zhao Huazhu Fu Xiuyun Su Yan Hu Jiang-Dong Liu 3DGS 134 27 0 18 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 207 5 0 16 Jul 2023
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Tianyi Shi Xiao-Hua Ding Li Zhang Xin Yang 234 9 0 14 Jul 2023
Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation Hao Wang Jiatai Lin Dan Li Jing Wang Bingchao Zhao ... C. Liang Guoqiang Han Li Liang Chu Han Zaiyi Liu 145 0 0 12 Jul 2023
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Hritam Basak Zhaozheng Yin 168 18 0 06 Jul 2023
Prompting Diffusion Representations for Cross-Domain Semantic SegmentationBritish Machine Vision Conference (BMVC), 2023 R. Gong Martin Danelljan Hanqi Sun Julio Mangas Luc Van Gool DiffM VLM 183 31 0 05 Jul 2023
A Dual Stealthy Backdoor: From Both Spatial and Frequency PerspectivesAAAI Conference on Artificial Intelligence (AAAI), 2023 Yudong Gao Honglong Chen Yang Liu Junjian Li Anqing Zhang Zhibo Wang AAML 139 24 0 03 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain GeneralizationInternational Journal of Computer Vision (IJCV), 2023 Yumeng Li Dan Zhang Margret Keuper Anna Khoreva 266 11 0 02 Jul 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation Jiaxing Huang Jingyi Zhang Han Qiu Sheng Jin Shijian Lu VPVLM VLM 320 3 0 29 Jun 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain ShiftInternational Conference on Machine Learning (ICML), 2023 Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 249 14 0 19 Jun 2023
Building Blocks for a Complex-Valued Transformer ArchitectureIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Florian Eilers Xiaoyi Jiang ViT 231 21 0 16 Jun 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Tianyu Li Subhankar Roy Huayi Zhou Hongtao Lu Stéphane Lathuilière 219 15 0 15 Jun 2023
In-context Cross-Density Adaptation on Noisy Mammogram Abnormalities DetectionSymposium on Software Performance (SP), 2023 H. Nguyen Thinh B. Lam Quan D.D. Tran M. T. Nguyen Dat T. Chung V. Q. Dinh 162 8 0 12 Jun 2023
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Shishuai Hu Zehui Liao Yong-quan Xia MedIm 287 53 0 08 Jun 2023
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image SegmentationIEEE Transactions on Automation Science and Engineering (IEEE TASE), 2023 An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren OOD 185 18 0 06 Jun 2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Yuhao Huang Xin Yang Xiaoqiong Huang Xinrui Zhou Haozhe Chi Haoran Dou Xindi Hu Jian Wang Xuedong Deng Dong Ni TTA 146 12 0 05 Jun 2023