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
A Large Scale Benchmark for Test Time Adaptation Methods in Medical Image Segmentation Wenjing Yu Shuo Jiang Yifei Chen Shuo Chang Y Samuel Wang ... Mingxuan Liu Shenghao Zhu Feiwei Qin Changmiao Wang Qiyuan Tian OOD VLM 268 0 0 02 Dec 2025
PAGen: Phase-guided Amplitude Generation for Domain-adaptive Object Detection Shuchen Du Shuo Lei Feiran Li Jiacheng Li Daisuke Iso 76 0 0 27 Nov 2025
DeepRFTv2: Kernel-level Learning for Image Deblurring Xintian Mao Haofei Song Y. Liu Qingli Li Yan Wang 192 0 0 26 Nov 2025
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective Wei Feng Z. Ge 102 0 0 01 Nov 2025
PSScreen V2: Partially Supervised Multiple Retinal Disease Screening Boyi Zheng Yalin Zheng Hrvoje Bogunović Qing Liu 172 0 0 26 Oct 2025
Frequency-Spatial Interaction Driven Network for Low-Light Image Enhancement Yunhong Tao Wenbing Tao Xiang Xiang 89 0 0 25 Oct 2025
Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts Chen Li Huiying Xu Changxin Gao Zeyu Wang Y. Liu Xinzhong Zhu 119 0 0 22 Oct 2025
FRIEREN: Federated Learning with Vision-Language Regularization for Segmentation Ding-Ruei Shen FedML VLM 154 0 0 02 Oct 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing Hossein Kashiani Niloufar Alipour Talemi Fatemeh Afghah 224 6 0 26 Sep 2025
RoSe: Robust Self-supervised Stereo Matching under Adverse Weather Conditions Yun Wang Junjie Hu Junhui Hou Chenghao Zhang Renwei Yang Dapeng Wu 105 1 0 23 Sep 2025
QWD-GAN: Quality-aware Wavelet-driven GAN for Unsupervised Medical Microscopy Images Denoising Qijun Yang Yating Huang Lintao Xiang Hujun Yin MedIm 134 0 0 19 Sep 2025
FSG-Net: Frequency-Spatial Synergistic Gated Network for High-Resolution Remote Sensing Change Detection Zhongxiang Xie Shuangxi Miao Yuhan Jiang Zhewei Zhang Jing Yao Xuecao Li Jianxi Huang Pedram Ghamisi 96 0 0 08 Sep 2025
Generalizable Federated Learning using Client Adaptive Focal Modulation Tajamul Ashraf Iqra Altaf Gillani FedML 128 0 0 14 Aug 2025
SCORPION: Addressing Scanner-Induced Variability in Histopathology Jeongun Ryu Heon Song Seungeun Lee S. Cho Jiwon Shin K. Paeng Sérgio Pereira 123 0 0 28 Jul 2025
Handling Out-of-Distribution Data: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 L. Tamang Mohamed Reda Bouadjenek Richard Dazeley S. Aryal OOD OODD 278 4 0 25 Jul 2025
Synthetic-to-Real Camouflaged Object Detection Zhihao Luo Luojun Lin Zheng Lin 275 1 0 25 Jul 2025
Global Variational Inference Enhanced Robust Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen OOD 164 0 0 04 Jul 2025
Prmpt2Adpt: Prompt-Based Zero-Shot Domain Adaptation for Resource-Constrained Environments Yasir Ali Farrukh S. Wali I. Khan Nathaniel D. Bastian VLM 148 0 0 20 Jun 2025
PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation Kunyu Wang Xueyang Fu Yunfei Bao Chengjie Ge Chengzhi Cao Wei-dong Zhai Zheng-jun Zha 290 0 0 03 Jun 2025
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 109 0 0 30 May 2025
DAM: Domain-Aware Module for Multi-Domain Dataset Condensation Jaehyun Choi Gyojin Han Dong-Jae Lee Sunghyun Baek Junmo Kim DD AI4CE 318 1 0 28 May 2025
Frequency Composition for Compressed and Domain-Adaptive Neural Networks Yoojin Kwon Hongjun Suh Wooseok Lee Taesik Gong Songyi Han Hyung-Sin Kim 247 0 0 27 May 2025
Improving Out-of-Domain Robustness with Targeted Augmentation in Frequency and Pixel Spaces Ruoqi Wang Haitao Wang Shaojie Guo Qiong Luo OOD 267 0 0 18 May 2025
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image SegmentationKnowledge-Based Systems (KBS), 2025 Siqi Yin Shaolei Liu Manning Wang MedIm 198 3 0 15 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov Mohit Prabhushankar Ghassan AlRegib AI4CE 326 1 0 13 May 2025
Noise Optimized Conditional Diffusion for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Lingkun Luo Shiqiang Hu Liming Chen DiffM 250 0 0 12 May 2025
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection Hongda Qin Xiao Lu Zhiyong Wei Yihong Cao Kailun Yang Ningjiang Chen ObjD MLLM VLM 315 0 0 12 May 2025
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation Binbin Wei Yuhang Zhang Shishun Tian Muxin Liao Wei Li Wenbin Zou MDE 391 0 0 11 May 2025
Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature DisentanglementInformation Fusion (Inf. Fusion), 2025 Long Bai Boyi Ma Ruohan Wang Guankun Wang Beilei Cui ... Mobarakol Islam Zhe Min Jiewen Lai Nassir Navab Hongliang Ren 274 2 0 03 May 2025
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Xun Guo Yunfeng Yan Weizhen He Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 407 1 0 29 Apr 2025
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation Beomseok Kang Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 327 1 0 14 Apr 2025
Domain Generalization through Attenuation of Domain-Specific Information Reiji Saito Kazuhiro Hotta 152 0 0 09 Apr 2025
TMT: Cross-domain Semantic Segmentation with Region-adaptive Transferability Estimation Enming Zhang Tianying Wang Yanru Wu Jun Wang Yang Tan Ruizhe Zhao Guan Wang Yang Li ViT 400 0 0 08 Apr 2025
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic SegmentationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Feng Gao Miao Fu Jingchao Cao Junyu Dong Q. Du 171 11 0 03 Apr 2025
Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial AttacksIEEE Robotics and Automation Letters (IEEE RA-L), 2025 Haoyang Li Junjie Chen Yuecong Xu Kemi Ding 3DPC 415 0 0 02 Apr 2025
v-CLR: View-Consistent Learning for Open-World Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Chang-Bin Zhang Jinhong Ni Yujie Zhong Kai Han 3DV VLM 439 2 0 02 Apr 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Marc-Antoine Lavoie Anas Mahmoud Steven Waslander 300 5 0 29 Mar 2025
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Reza Qorbani Gianluca Villani Theodoros Panagiotakopoulos Marc Botet Colomer Linus Harenstam-Nielsen ... Pier Luigi Dovesi Jussi Karlgren Zorah Lähner F. Tombari Matteo Poggi VLM 254 6 0 27 Mar 2025
Uncertainty-Aware Diffusion Guided Refinement of 3D Scenes Sarosij Bose Arindam Dutta Sayak Nag Junge Zhang Jiachen Li Konstantinos Karydis Amit K. Roy-Chowdhury 359 0 0 19 Mar 2025
RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Pietro Michiardi 430 7 0 18 Mar 2025
Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes Donghyun Kim Hyunah Ko Chanyoung Kim Seong Jae Hwang 3DPC 219 7 0 13 Mar 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Boyong He Yuxiang Ji Qianwen Ye Zhuoyue Tan Liaoni Wu DiffM 496 4 0 03 Mar 2025
MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Jia-Xuan Jiang Wenhui Lei Yifeng Wu Hongtao Wu Furong Li Yining Xie Xiaofan Zhang Zhenting Wang MedIm 145 2 0 02 Mar 2025
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation Zhiqiang Shen Peng Cao Jinzhu Yang Osmar R. Zaiane Z. Chen OOD 231 0 0 28 Feb 2025
FwNet-ECA: A Classification Model Enhancing Window Attention with Global Receptive Fields via Fourier Filtering Operations Shengtian Mian Ya Wang Nannan Gu Yuping Wang Xiaoqing Li 244 0 0 25 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan Oseledets OOD 252 0 0 24 Feb 2025
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing Shutong Zhang 333 1 0 15 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation Lingkun Luo Shiqiang Hu Jie Yang Liming Chen AI4CE 265 0 0 10 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Lingkun Luo Shiqiang Hu Liming Chen 491 2 0 10 Feb 2025
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image SegmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Ruiyi Li Yuting He Rongjun Ge Cong Wang Daoqiang Zhang Yang Chen Shuo Li 297 0 0 06 Feb 2025