v1v2v3 (latest)

Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification

Computer Vision and Pattern Recognition (CVPR), 2020

9 October 2020

Oren Nuriel

Sagie Benaim

Lior Wolf

ArXiv (abs)PDF HTML

Papers citing "Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification"

50 / 54 papers shown

Title
Connecting Domains and Contrasting Samples: A Ladder for Domain GeneralizationKnowledge Discovery and Data Mining (KDD), 2025 Tianxin Wei Yifan Chen Xinrui He Wenxuan Bao Jingrui He 111 4 0 19 Oct 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation Nam Duong Tran Nam Nguyen Phuong Hieu H. Pham Phi Le Nguyen My T. Thai OOD 56 0 0 07 Sep 2025
EasyRobust: A Comprehensive and Easy-to-use Toolkit for Robust and Generalized Vision Xiaofeng Mao YueFeng Chen Rong Zhang Hui Xue Zhao Li Hang Su AAML VLM 230 0 0 21 Mar 2025
BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization Xiusheng Xu Lei Qi Jingyang Zhou Xin Geng TTA 280 1 0 03 Jan 2025
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Yingfan Wang Guoliang Kang VLM 324 2 0 10 Dec 2024
OSSA: Unsupervised One-Shot Style Adaptation Robin Gerster Holger Caesar Matthias Rapp Alexander Wolpert Michael Teutsch VLM 218 1 0 01 Oct 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic ViewNeural Information Processing Systems (NeurIPS), 2024 Han Wang Yixuan Li CML 246 2 0 26 Sep 2024
Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation Yimin Deng Jianzong Wang Xulong Zhang Ning Cheng Jing Xiao 229 1 0 01 May 2024
Domain Generalization with Small Data Kecheng Chen Elena Gal Hong Yan Haoliang Li OOD 205 10 0 09 Feb 2024
Source-free Domain Adaptive Object Detection in Remote Sensing Images Weixing Liu Jun Liu X. Su Han Nie Bin Luo 213 15 0 31 Jan 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice SynthesisAAAI Conference on Artificial Intelligence (AAAI), 2023 Yu Zhang Rongjie Huang Ruiqi Li Jinzheng He Yan Xia Feiyang Chen Xinyu Duan Baoxing Huai Zhou Zhao VLM 384 37 0 17 Dec 2023
Leveraging Vision-Language Models for Improving Domain Generalization in Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2023 Sravanti Addepalli Ashish Ramayee Asokan Lakshay Sharma R. V. Babu VLM 168 39 0 12 Oct 2023
INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain GeneralizationIEEE Transactions on Image Processing (IEEE TIP), 2023 Xi Yu Huan-Hsin Tseng Shinjae Yoo Haibin Ling Lu Ma OOD 289 20 0 08 Sep 2023
A Novel Cross-Perturbation for Single Domain Generalization Dongjia Zhao Lei Qi Xiao Shi Yinghuan Shi Xin Geng 265 5 0 02 Aug 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 348 0 0 24 Jul 2023
Cross Contrasting Feature Perturbation for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Chenming Li Daoan Zhang Wen-Fong Huang Jiang Zhang OOD 199 22 0 24 Jul 2023
Flatness-Aware Minimization for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Xingxuan Zhang Renzhe Xu Han Yu Yancheng Dong Pengfei Tian Peng Cu 208 32 0 20 Jul 2023
Shape Guided Gradient Voting for Domain Generalization Jiaqi Xu Yuwang Wang Xuejin Chen 150 0 0 19 Jun 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain GeneralizationInternational Conference on Machine Learning (ICML), 2023 Jun-Gyu Park Dong-Jun Han Soyeong Kim Jaekyun Moon OOD TTA 229 15 0 08 Jun 2023
Patch-aware Batch Normalization for Improving Cross-domain Robustness Lei Qi Dongjia Zhao Yinghuan Shi Xin Geng OOD 149 0 0 06 Apr 2023
Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation Zheyu Zhang Bin Wang Lanhong Yao Ugur Demir Debesh Jha I. Turkbey Boqing Gong Ulas Bagci AAML MedIm OOD 145 13 0 05 Apr 2023
Randomized Adversarial Style Perturbations for Domain GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Taehoon Kim Bohyung Han AAML 155 3 0 04 Apr 2023
Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation Simone Angarano Mauro Martini Alessandro Navone Marcello Chiaberge 215 5 0 03 Apr 2023
ALUM: Adversarial Data Uncertainty Modeling from Latent Model Uncertainty Compensation Wei Wei Jiahuan Zhou Hongze Li Yingying Wu 107 1 0 29 Mar 2023
Feature Alignment and Uniformity for Test Time AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 246 58 0 20 Mar 2023
Modality-Agnostic Debiasing for Single Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023 Sanqing Qu Yingwei Pan Guang-Sheng Chen Ting Yao Changjun Jiang Tao Mei 134 29 0 13 Mar 2023
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-raysIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 Mohammad Zunaed M. Haque Taufiq Hasan OOD 212 7 0 27 Feb 2023
Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude ApproachInternational Conference on Learning Representations (ICLR), 2023 Minyoung Kim Da Li Timothy M. Hospedales OOD 123 16 0 23 Feb 2023
Domain Generalization Emerges from Dreaming Hwan Heo Youngjin Oh Jaewon Lee Hyunwoo J. Kim 133 2 0 02 Feb 2023
Adversarial Style Augmentation for Domain Generalization Yabin Zhang Bin Deng Ruihuang Li Kui Jia Lei Zhang AAML OOD 170 19 0 30 Jan 2023
Modeling Uncertain Feature Representation for Domain Generalization Xiaotong Li Zixuan Hu Jun Liu Yixiao Ge Yongxing Dai Ling-Yu Duan OOD 146 7 0 16 Jan 2023
Domain Generalization with Correlated Style UncertaintyIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zheyu Zhang Bin Wang Debesh Jha Ugur Demir Ulas Bagci OOD 185 16 0 20 Dec 2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain GeneralizationInternational Journal of Computer Vision (IJCV), 2022 Yuyang Zhao Zhun Zhong Na Zhao Andrii Zadaianchuk G. Lee 260 42 0 18 Dec 2022
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2022 Prithvijit Chattopadhyay Kartik Sarangmath Vivek Vijaykumar Judy Hoffman 314 45 0 02 Dec 2022
Geometry-Aware Network for Domain Adaptive Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2022 Yinghong Liao Wending Zhou Xu Yan Shuguang Cui Yizhou Yu Zhen Li 3DPC 240 5 0 02 Dec 2022
BiasBed -- Rigorous Texture Bias EvaluationComputer Vision and Pattern Recognition (CVPR), 2022 Nikolai Kalischek Rodrigo Caye Daudt T. Peters Reinhard Furrer Jan Dirk Wegner Konrad Schindler 144 2 0 23 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai Feng Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 167 15 0 08 Nov 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2022 Chaoqi Chen Luyao Tang Yifan Zhang Gangming Zhao Yue Huang Yizhou Yu 195 38 0 14 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain GeneralizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 140 8 0 09 Oct 2022
TripleE: Easy Domain Generalization via Episodic Replay Xuelong Li Hongyu Ren Huifeng Yao Ziwei Liu 125 0 0 04 Oct 2022
Mitigating Both Covariate and Conditional Shift for Domain GeneralizationInternational Conference on Cloud Computing and Intelligence Systems (ICCCIS), 2022 Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 193 3 0 17 Sep 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain GeneralizationPattern Recognition (Pattern Recogn.), 2022 Simone Angarano Mauro Martini Francesco Salvetti Vittorio Mazzia Marcello Chiaberge OOD 252 17 0 02 Sep 2022
Style Interleaved Learning for Generalizable Person Re-identificationIEEE transactions on multimedia (IEEE TMM), 2022 Wentao Tan Changxing Ding Pengfei Wang Biwei Huang Kui Jia OOD 251 30 0 07 Jul 2022
Optimizing Relevance Maps of Vision Transformers Improves RobustnessNeural Information Processing Systems (NeurIPS), 2022 Hila Chefer Idan Schwartz Lior Wolf ViT 245 46 0 02 Jun 2022
Domain Generalization by Mutual-Information Regularization with Pre-trained ModelsEuropean Conference on Computer Vision (ECCV), 2022 Junbum Cha Kyungjae Lee Sungrae Park Sanghyuk Chun OOD 294 170 0 21 Mar 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-SpoofingComputer Vision and Pattern Recognition (CVPR), 2022 Zhuo Wang Zezheng Wang Zitong Yu Weihong Deng Jiahong Li Tingting Gao Zhong Wang CVBM 208 149 0 10 Mar 2022
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Yongxing Dai Yifan Sun Jun Liu Zekun Tong Yi Yang Ling-yu Duan 154 13 0 03 Mar 2022
Uncertainty Modeling for Out-of-Distribution GeneralizationInternational Conference on Learning Representations (ICLR), 2022 Xiaotong Li Yongxing Dai Yixiao Ge Jun Liu Ying Shan Ling-Yu Duan OODD OOD 209 216 0 08 Feb 2022
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao OOD AI4CE 160 10 0 07 Dec 2021
Content Preserving Image Translation with Texture Co-occurrence and Spatial Self-Similarity for Texture Debiasing and Domain Adaptation Hao Li Dongkyu Won Wei Lu Philip Chikontwe Pengjun Xie June Hong Ahn Sang Hyun Park 265 41 0 15 Oct 2021