Papers citing 'Learning to Optimize Domain Specific Normalization for Domain Generalization'

Title
Learning to Generalize across Domains on Single Test SamplesInternational Conference on Learning Representations (ICLR), 2022 Zehao Xiao Xiantong Zhen Ling Shao Cees G. M. Snoek OOD 173 38 0 16 Feb 2022
Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization Elan Rosenfeld Pradeep Ravikumar Andrej Risteski OOD 261 85 0 14 Feb 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 260 220 0 08 Feb 2022
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identificationIEEE transactions on multimedia (IEEE TMM), 2022 Lei Qi Lei Wang Yinghuan Shi Xing-xiao Geng 181 27 0 24 Jan 2022
Domain-Aware Continual Zero-Shot Learning Kai Yi Paul Janson Wenxuan Zhang Mohamed Elhoseiny 289 4 0 24 Dec 2021
MVDG: A Unified Multi-view Framework for Domain GeneralizationEuropean Conference on Computer Vision (ECCV), 2021 Jian Zhang Lei Qi Yinghuan Shi Yang Gao 191 41 0 23 Dec 2021
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual NormalizationComputer Vision and Pattern Recognition (CVPR), 2021 Ziqi Zhou Lei Qi Xin Yang Dong Ni Yinghuan Shi OOD MedIm 119 78 0 21 Dec 2021
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Kowshik Thopalli Sameeksha Katoch Pavan Turaga Jayaraman J. Thiagarajan OOD 128 0 0 17 Dec 2021
Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification Boqiang Xu Jian Liang Lingxiao He Zhe Sun 196 36 0 16 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization Yang Chen Yu Wang Yingwei Pan Ting Yao Xinmei Tian Tao Mei 180 46 0 14 Dec 2021
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao OOD AI4CE 240 10 0 07 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 222 43 0 06 Dec 2021
Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Lei Qi Jiaqi Liu Lei Wang Yinghuan Shi Xing-xiao Geng OOD 138 17 0 30 Nov 2021
Calibrated Feature Decomposition for Generalizable Person Re-Identification Kecheng Zheng Jiawei Liu Wei Wu Liang Li Zhengjun Zha 263 9 0 27 Nov 2021
Confounder Identification-free Causal Visual Feature Learning Xin Li Zhizheng Zhang Guoqiang Wei Cuiling Lan Wenjun Zeng Xin Jin Zhibo Chen CML OOD 339 15 0 26 Nov 2021
Contrastive Vicinal Space for Unsupervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2021 Jaemin Na Dongyoon Han H. Chang Wonjun Hwang 181 25 0 26 Nov 2021
Federated Learning with Domain Generalization Liling Zhang Xinyu Lei Yichun Shi Hongyu Huang Chao Chen FedML OOD 239 62 0 20 Nov 2021
Decentralised Person Re-Identification with Selective Knowledge AggregationBritish Machine Vision Conference (BMVC), 2021 Shitong Sun Guile Wu S. Gong OOD 103 9 0 21 Oct 2021
Exploiting Domain-Specific Features to Enhance Domain Generalization Manh-Ha Bui Toan M. Tran Anh Tran D.Q. Phung OOD 228 162 0 18 Oct 2021
Natural Attribute-based Shift Detection Jeonghoon Park Jimin Hong Radhika Dua Daehoon Gwak Shouqing Yang Jaegul Choo Edward Choi OOD 143 3 0 18 Oct 2021
Reappraising Domain Generalization in Neural Networks S. Sivaprasad Akshay Goindani Vaibhav Garg Ritam Basu Saiteja Kosgi Vineet Gandhi OOD AI4CE 228 6 0 15 Oct 2021
Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization Junkun Yuan Xu Ma Defang Chen Leilei Gan Lanfen Lin Kun Kuang FedML 344 32 0 13 Oct 2021
Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain GeneralizationPattern Recognition (Pattern Recogn.), 2021 Ruiqi Wang Lei Qi Yinghuan Shi Yang Gao 188 29 0 10 Oct 2021
Dynamically Decoding Source Domain Knowledge for Domain Generalization Cuicui Kang Karthik Nandakumar OOD ViT 297 2 0 06 Oct 2021
Instrumental Variable-Driven Domain Generalization with Unobserved Confounders Junkun Yuan Xu Ma Ruoxuan Xiong Biwei Huang Xiangyu Liu Leilei Gan Lanfen Lin Kun Kuang OOD CML 273 13 0 04 Oct 2021
Domain-Specific Bias Filtering for Single Labeled Domain Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Leilei Gan Lanfen Lin 325 26 0 02 Oct 2021
Variational Disentanglement for Domain Generalization Yufei Wang Haoliang Li Hao Cheng Bihan Wen Lap-Pui Chau Alex C. Kot OOD DRL 210 34 0 13 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge CorruptionInternational Conference on Pattern Recognition (ICPR), 2021 A. Frikha Denis Krompass Volker Tresp OOD 170 1 0 09 Sep 2021
Self-balanced Learning For Domain GeneralizationInternational Conference on Information Photonics (ICIP), 2021 Jin-Hwa Kim Jiyoung Lee Jungin Park Dongbo Min Kwanghoon Sohn OOD AI4CE 144 6 0 31 Aug 2021
Discovering Spatial Relationships by Transformers for Domain Generalization Cuicui Kang Karthik Nandakumar ViT 173 1 0 23 Aug 2021
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Sridha Sridharan OOD 177 5 0 20 Aug 2021
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization Seogkyu Jeon Kibeom Hong Pilhyeon Lee Jewook Lee H. Byun OOD 201 91 0 19 Aug 2021
Unsupervised Learning of Debiased Representations with Pseudo-AttributesComputer Vision and Pattern Recognition (CVPR), 2021 Seonguk Seo Joon-Young Lee Bohyung Han FaML 208 59 0 06 Aug 2021
Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen DomainsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Puneet Mangla Shivam Chandhok V. Balasubramanian Fahad Shahbaz Khan VLM OOD 141 5 0 15 Jul 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 203 60 0 13 Jul 2021
MixStyle Neural Networks for Domain Generalization and Adaptation Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD TTA 184 136 0 05 Jul 2021
Dual Reweighting Domain Generalization for Face Presentation Attack DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Shubao Liu Ke-Yue Zhang Taiping Yao Kekai Sheng Shouhong Ding Ying Tai Jilin Li Yuan Xie Lizhuang Ma CVBM OOD 104 88 0 30 Jun 2021
Adversarially Adaptive Normalization for Single Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2021 Xinjie Fan Qifei Wang Junjie Ke Feng Yang Boqing Gong Mingyuan Zhou 147 152 0 01 Jun 2021
A Bit More Bayesian: Domain-Invariant Learning with UncertaintyInternational Conference on Machine Learning (ICML), 2021 Zehao Xiao Jiayi Shen Xiantong Zhen Ling Shao Cees G. M. Snoek BDL UQCV OOD 199 47 0 09 May 2021
Deep Stable Learning for Out-Of-Distribution GeneralizationComputer Vision and Pattern Recognition (CVPR), 2021 Xingxuan Zhang Peng Cui Renzhe Xu Linjun Zhou Yue He Zheyan Shen OOD 200 297 0 16 Apr 2021
Domain Generalization with MixStyleInternational Conference on Learning Representations (ICLR), 2021 Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang 302 898 0 05 Apr 2021
Explainability-aided Domain Generalization for Image Classification Robin M. Schmidt FAtt OOD 167 2 0 05 Apr 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective WhiteningComputer Vision and Pattern Recognition (CVPR), 2021 Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 233 359 0 29 Mar 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency SpaceComputer Vision and Pattern Recognition (CVPR), 2021 Quande Liu Cheng Chen J. Qin Qi Dou Pheng-Ann Heng OOD FedML 369 532 0 10 Mar 2021
Domain Generalization: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 610 1,294 0 03 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain GeneralizationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Yongfeng Zhang Cuiling Lan Yu Xie Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 983 1,508 0 02 Mar 2021
Domain Generalization via Inference-time Label-Preserving Target ProjectionsComputer Vision and Pattern Recognition (CVPR), 2021 Prashant Pandey Mrigank Raman Sumanth Varambally A. Prathosh OOD 211 52 0 01 Mar 2021
Neuron Coverage-Guided Domain GeneralizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Chris Xing Tian Haoliang Li Xiaofei Xie Yang Liu Shiqi Wang 277 39 0 27 Feb 2021
SWAD: Domain Generalization by Seeking Flat MinimaNeural Information Processing Systems (NeurIPS), 2021 Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 632 533 0 17 Feb 2021
Domain Invariant Representation Learning with Domain Density TransformationsNeural Information Processing Systems (NeurIPS), 2021 A. Nguyen Toan M. Tran Y. Gal A. G. Baydin OOD 358 103 0 09 Feb 2021