A Fourier-based Framework for Domain Generalization

24 May 2021

Papers citing "A Fourier-based Framework for Domain Generalization"

50 / 235 papers shown

Title
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning B. U. Demirel Christian Holz AI4TS 24 18 0 23 Sep 2023
Domain Generalization with Fourier Transform and Soft Thresholding Hongyi Pan Bin Wang Zheyuan Zhan Xin Zhu Debesh Jha Ahmet Enis Cetin C. Spampinato Ulas Bagci OOD 27 1 0 18 Sep 2023
Exploring Flat Minima for Domain Generalization with Large Learning Rates Jian Zhang Lei Qi Yinghuan Shi Yang Gao 41 2 0 12 Sep 2023
Towards Reliable Domain Generalization: A New Dataset and Evaluations Jiao Zhang Xu-Yao Zhang Cheng-Lin Liu OOD 34 0 0 12 Sep 2023
Style Generation: Image Synthesis based on Coarsely Matched Texts Mengyao Cui Zhe Zhu Shao-Ping Lu Yulu Yang 19 1 0 08 Sep 2023
INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization Xi Yu Huan-Hsin Tseng Shinjae Yoo Haibin Ling Yuewei Lin OOD 27 10 0 08 Sep 2023
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Jiajin Zhang Hanqing Chao Amit Dhurandhar Pin-Yu Chen A. Tajer Yangyang Xu Pingkun Yan 33 9 0 03 Sep 2023
Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction Xiaoke Shang Gehui Li Zhiying Jiang Shaomin Zhang Nai Ding Jinyuan Liu 18 17 0 03 Sep 2023
iBARLE: imBalance-Aware Room Layout Estimation Taotao Jing Lichen Wang Naji Khosravan Zhiqiang Wan Zachary Bessinger Zhengming Ding S. B. Kang 42 1 0 29 Aug 2023
Domain Generalization via Rationale Invariance Liang Chen Yong Zhang Yibing Song Anton Van Den Hengel Lingqiao Liu OOD 21 12 0 22 Aug 2023
Towards Generalizable Morph Attack Detection with Consistency Regularization Hossein Kashiani Niloufar Alipour Talemi Mohammad Saeed Ebrahimi Saadabadi Nasser M. Nasrabadi AAML 13 2 0 20 Aug 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD TTA 16 16 0 20 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 35 21 0 20 Aug 2023
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective Jun Dan Yang Liu Haoyu Xie Jiankang Deng H. Xie Xuansong Xie Baigui Sun ViT 28 21 0 20 Aug 2023
TDG: Text-guided Domain Generalization Geng-Ming Liu Yuxi Wang OOD 30 2 0 19 Aug 2023
ADRMX: Additive Disentanglement of Domain Features with Remix Loss Berker Demirel E. Aptoula Huseyin Ozkan 20 1 0 12 Aug 2023
DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning Shunxin Wang C. Brune Raymond N. J. Veldhuis N. Strisciuglio AAML 27 4 0 12 Aug 2023
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information Chenxi Wang Hongjun Wu Zhi Jin 35 81 0 06 Aug 2023
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization Wang Lu Jindong Wang Xinwei Sun Yiqiang Chen Xiangyang Ji Qiang Yang Xingxu Xie OODD AI4TS 25 15 0 04 Aug 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization Junhyeong Cho Gilhyun Nam Sungyeon Kim Hunmin Yang Suha Kwak VLM OOD TTA 27 48 0 27 Jul 2023
NormAUG: Normalization-guided Augmentation for Domain Generalization Lei Qi Hongpeng Yang Yinghuan Shi Xin Geng OOD 36 11 0 25 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 28 0 0 24 Jul 2023
Flatness-Aware Minimization for Domain Generalization Xingxuan Zhang Renzhe Xu Han Yu Yancheng Dong Pengfei Tian Peng Cu 32 20 0 20 Jul 2023
Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Heng Li Haojin Li Wei-Ye Zhao Huazhu Fu Xiuyun Su Yan Hu Jiang-Dong Liu 3DGS 34 19 0 18 Jul 2023
Adversarial Self-Attack Defense and Spatial-Temporal Relation Mining for Visible-Infrared Video Person Re-Identification Huafeng Li Le Xu Yafei Zhang Dapeng Tao Z. Yu 31 2 0 08 Jul 2023
SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object Detection Zhijie Rao Jingcai Guo Luyao Tang Yue Huang Xinghao Ding Song Guo 30 16 0 04 Jul 2023
Shape Guided Gradient Voting for Domain Generalization Jiaqi Xu Yuwang Wang Xuejin Chen 21 0 0 19 Jun 2023
Building Blocks for a Complex-Valued Transformer Architecture Florian Eilers Xiaoyi Jiang ViT 29 7 0 16 Jun 2023
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren OOD 46 13 0 06 Jun 2023
SASMU: boost the performance of generalized recognition model using synthetic face dataset Chia-Chun Chung Pei-Chun Chang Yonghao Chen Haoyuan He Chin-Yuan Yeh CVBM 35 0 0 02 Jun 2023
Fourier Analysis on Robustness of Graph Convolutional Neural Networks for Skeleton-based Action Recognition Nariki Tanaka Hiroshi Kera K. Kawamoto AAML 28 5 0 29 May 2023
Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization Yunze Tong Junkun Yuan Min Zhang Di-hua Zhu Keli Zhang Fei Wu Kun Kuang 28 7 0 25 May 2023
Single Domain Dynamic Generalization for Iris Presentation Attack Detection Yachun Li Jingjing Wang Yuhui Chen Di Xiey Shiliang Pu 26 4 0 22 May 2023
Sharpness & Shift-Aware Self-Supervised Learning Ngoc N. Tran S. Duong Hoang Phan Tung Pham Dinh Q. Phung Trung Le SSL 31 1 0 17 May 2023
Exploiting Frequency Spectrum of Adversarial Images for General Robustness Chun Yang Tan K. Kawamoto Hiroshi Kera AAML OOD 31 1 0 15 May 2023
Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation Shuai Wang Zipei Yan Daoan Zhang Zhong Li Sirui Wu Wen-Xiang Chen Ruizhen Li UQCV 11 2 0 13 May 2023
Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching Tushar Kataria Beatrice S. Knudsen Shireen Elhabian OOD 14 0 0 09 May 2023
PGrad: Learning Principal Gradients For Domain Generalization Zhe Wang J. E. Grigsby Yanjun Qi OOD 29 10 0 02 May 2023
Moderately Distributional Exploration for Domain Generalization Ruiqi Dai Yonggang Zhang Zhen Fang Bo Han Xinmei Tian OOD 66 18 0 27 Apr 2023
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation Yan Wang Jian Cheng Yixin Chen Shuai Shao Lanyun Zhu Zhenzhou Wu T. Liu Haogang Zhu OOD MedIm 60 25 0 26 Apr 2023
FAN-Net: Fourier-Based Adaptive Normalization For Cross-Domain Stroke Lesion Segmentation Weiyi Yu Yiming Lei Hongming Shan OOD MedIm 11 4 0 23 Apr 2023
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation Gabriel Tjio Ping Liu C. Kwoh Qiufeng Wang 39 0 0 18 Apr 2023
Frequency Decomposition to Tap the Potential of Single Domain for Generalization Qing-sheng Yang Hongjing Niu Pengfei Xia Wei Zhang Bin Li OOD 31 0 0 14 Apr 2023
Semantic-Aware Mixup for Domain Generalization C. Xu Xinmei Tian AAML 10 2 0 12 Apr 2023
Improved Test-Time Adaptation for Domain Generalization Liang Chen Yong Zhang Yibing Song Ying Shan Lingqiao Liu TTA OOD 27 46 0 10 Apr 2023
Meta-causal Learning for Single Domain Generalization Jin Chen Zhiqiang Gao Xinxiao Wu Jiebo Luo OOD 31 41 0 07 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 19 29 0 06 Apr 2023
Randomized Adversarial Style Perturbations for Domain Generalization Taehoon Kim Bohyung Han AAML 35 2 0 04 Apr 2023
Progressive Random Convolutions for Single Domain Generalization Seokeon Choi Debasmit Das Sungha Choi Seunghan Yang Hyunsin Park Sungrack Yun 23 37 0 02 Apr 2023
Mind the Backbone: Minimizing Backbone Distortion for Robust Object Detection Kuniaki Saito Donghyun Kim Piotr Teterwak Rogerio Feris Kate Saenko 41 1 0 26 Mar 2023