FSDR: Frequency Space Domain Randomization for Domain Generalization

3 March 2021

Papers citing "FSDR: Frequency Space Domain Randomization for Domain Generalization"

50 / 130 papers shown

Title
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 27 15 0 25 Aug 2023
Towards Generalizable Morph Attack Detection with Consistency Regularization Hossein Kashiani Niloufar Alipour Talemi Mohammad Saeed Ebrahimi Saadabadi Nasser M. Nasrabadi AAML 11 2 0 20 Aug 2023
Learning to Distill Global Representation for Sparse-View CT Zilong Li Chenglong Ma Jie Chen Junping Zhang Hongming Shan 21 9 0 16 Aug 2023
Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation Run Luo Wenjing Wang Wenhan Yang Jiaying Liu VLM 46 11 0 17 Jul 2023
Prompting Diffusion Representations for Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Hanqi Sun Julio Mangas Luc Van Gool DiffM VLM 26 22 0 05 Jul 2023
Learning to Augment: Hallucinating Data for Domain Generalized Segmentation Qiyu Sun Pavlo Melnyk M. Felsberg Yang Tang 26 0 0 04 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 40 10 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 14 0 0 29 Jun 2023
Shape Guided Gradient Voting for Domain Generalization Jiaqi Xu Yuwang Wang Xuejin Chen 12 0 0 19 Jun 2023
Compositionally Equivariant Representation Learning Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris CoGe OOD 24 2 0 13 Jun 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 38 7 0 23 May 2023
Not All Pixels Are Equal: Learning Pixel Hardness for Semantic Segmentation Xin Xiao Daiguo Zhou Jiagao Hu Yi Hu Yongchao Xu 16 2 0 15 May 2023
Exploiting Frequency Spectrum of Adversarial Images for General Robustness Chun Yang Tan K. Kawamoto Hiroshi Kera AAML OOD 26 1 0 15 May 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 23 23 0 26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 29 7 0 24 Apr 2023
Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains Min Xu Lingyun Qin Weijie Chen Shiliang Pu Lei Zhang OOD 9 29 0 06 Apr 2023
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Fengyi Shen A. Gurram Ziyuan Liu He Wang Alois Knoll 8 26 0 05 Apr 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds Aoran Xiao Jiaxing Huang Weihao Xuan Ruijie Ren Kangcheng Liu Dayan Guan Abdulmotaleb El Saddik Shijian Lu Eric P. Xing 13 42 0 03 Apr 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim Dae-Hwan Kim Hoseong Kim 19 18 0 21 Mar 2023
Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data Guanghui Fu Gabriel Jimenez Sophie Loizillon Lydia Chougar Didier Dormont ... Ninon Burgos Stéphane Lehéricy Daniel Racoceanu O. Colliot the Iceberg Study Group 24 0 0 25 Feb 2023
Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization Daoan Zhang Mingkai Chen Chenming Li Lingyun Huang Jianguo Zhang OOD 16 9 0 05 Feb 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 24 0 0 29 Dec 2022
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery Min-seok Seo Hakjin Lee Y. Jeon Junghoon Seo 14 21 0 20 Dec 2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 27 29 0 18 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 19 4 0 14 Dec 2022
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds Yuyang Zhao Na Zhao G. Lee 3DPC 17 5 0 09 Dec 2022
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization Prithvijit Chattopadhyay Kartik Sarangmath Vivek Vijaykumar Judy Hoffman 37 24 0 02 Dec 2022
Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation Shaolei Liu Siqi Yin Linhao Qu Manning Wang OOD 16 11 0 28 Nov 2022
Cross-domain Transfer of defect features in technical domains based on partial target data T. Schlagenhauf Tim Scheurenbrand 28 1 0 24 Nov 2022
FIXED: Frustratingly Easy Domain Generalization with Mixup Wang Lu Jindong Wang Han Yu Lei Huang Xiang Zhang Yiqiang Chen Xingxu Xie 24 6 0 07 Nov 2022
Intra-Source Style Augmentation for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 21 32 0 18 Oct 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data Qian Yu Dongnan Liu Chaoyi Zhang Xinwen Zhang Weidong (Tom) Cai OOD 25 4 0 10 Oct 2022
MIME: Minority Inclusion for Majority Group Enhancement of AI Performance Pradyumna Chari Yunhao Ba Shreeram S. Athreya A. Kadambi 16 3 0 01 Sep 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Daniel Cremers Stefan Roth OOD TTA VLM 30 6 0 10 Aug 2022
Label-Efficient Domain Generalization via Collaborative Exploration and Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Fei Wu Lanfen Lin 8 25 0 07 Aug 2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation Fei Pan S. Hur Seokju Lee Junsik Kim In So Kweon 27 11 0 19 Jul 2022
Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain Jia-Bao Ji Huan Wang Y. Huang Jiaxiang Wu Xingkun Xu Shouhong Ding Shengchuan Zhang Liujuan Cao Rongrong Ji CVBM PICV 40 35 0 15 Jul 2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Zhun Zhong Yuyang Zhao G. Lee N. Sebe OOD 19 69 0 11 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Shijian Lu 16 7 0 30 Jun 2022
vMFNet: Compositionality Meets Domain-generalised Segmentation Xiao Liu Spyridon Thermos Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris 14 12 0 29 Jun 2022
Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation Hao Zhang Ruimao Zhang Zhanglin Peng Junle Wang Yanqing Jing 49 3 0 23 May 2022
Bi-level Alignment for Cross-Domain Crowd Counting Shenjian Gong Shanshan Zhang Jian Yang Dengxin Dai Bernt Schiele 4 18 0 12 May 2022
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Yulei Lu Yawei Luo Li Zhang Zheyang Li Yi Yang Jun Xiao OOD 12 29 0 16 Apr 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 30 99 0 06 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 30 92 0 04 Apr 2022
Deep Frequency Filtering for Domain Generalization Shiqi Lin Zhizheng Zhang Zhipeng Huang Yan Lu Cuiling Lan ... Jiang Wang Zicheng Liu Amey Parulkar V. Navkal Zhibo Chen 20 49 0 23 Mar 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Jiaming Zhang Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 19 9 0 19 Mar 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 19 42 0 18 Mar 2022
An Annotation-free Restoration Network for Cataractous Fundus Images Heng Li Haofeng Liu Yan Hu H. Fu Yitian Zhao Hanpei Miao Jiang-Dong Liu 17 51 0 15 Mar 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 31 11 0 09 Feb 2022