Papers citing 'Domain Generalization via Model-Agnostic Learning of Semantic Features'

Title
Causality Inspired Representation Learning for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 Fangrui Lv Jian Liang Shuang Li Bin Zang Chi Harold Liu Ziteng Wang Di Liu CML OOD 224 224 0 27 Mar 2022
Compound Domain Generalization via Meta-Knowledge EncodingComputer Vision and Pattern Recognition (CVPR), 2022 Chaoqi Chen Jiongcheng Li Xiaoguang Han Xiaoqing Liu Yizhou Yu AI4CE 222 68 0 24 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization Kecheng Zheng Yang Cao Kai Zhu Ruijing Zhao Zhengjun Zha 157 10 0 24 Mar 2022
Deep Frequency Filtering for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 Shiqi Lin Zhizheng Zhang Zhipeng Huang Yan Lu Cuiling Lan ... Jiang Wang Zicheng Liu Amey Parulkar V. Navkal Zhibo Chen 238 68 0 23 Mar 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 354 171 0 21 Mar 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Kailai Li Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 130 10 0 19 Mar 2022
Domain Generalisation for Object Detection under Covariate and Concept Shift Karthik Seemakurthy E. Aptoula Charles Fox Petra Bosilj ObjD OOD 287 10 0 10 Mar 2022
Domain Generalization using Pretrained Models without Fine-tuning Ziyue Li Kan Ren Xinyang Jiang Yue Liu Haipeng Zhang Dongsheng Li VLM 193 42 0 09 Mar 2022
On Generalizing Beyond Domains in Cross-Domain Continual LearningComputer Vision and Pattern Recognition (CVPR), 2022 Christian Simon M. Faraki Yi-Hsuan Tsai Xiang Yu S. Schulter Yumin Suh Mehrtash Harandi Manmohan Chandraker FedML OOD CLL 126 40 0 08 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 175 17 0 02 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label ShiftsEuropean Conference on Computer Vision (ECCV), 2022 Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 177 24 0 28 Feb 2022
On Modality Bias Recognition and Reduction Yangyang Guo Liqiang Nie Harry Cheng Zhiyong Cheng Mohan S. Kankanhalli Marco Bertini 250 48 0 25 Feb 2022
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
Out-Of-Distribution Generalization on Graphs: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 368 118 0 16 Feb 2022
Improving Molecular Representation Learning with Metric Learning-enhanced Optimal TransportPatterns (Patterns), 2022 Fang Wu Nicolas Courty Shuting Jin Stan Z. Li OOD OT 363 13 0 13 Feb 2022
A Field of Experts Prior for Adapting Neural Networks at Test Time Neerav Karani G. Brunner Ertunc Erdil Simin Fei K. Tezcan K. Chaitanya E. Konukoglu OOD 188 2 0 10 Feb 2022
Gap Minimization for Knowledge Sharing and TransferJournal of machine learning research (JMLR), 2022 Boyu Wang Jorge Armando Mendez Mendez Changjian Shui Fan Zhou Di Wu Gezheng Xu Christian Gagné Eric Eaton 292 13 0 26 Jan 2022
Cross-Domain Few-Shot Graph ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2022 Kaveh Hassani 247 39 0 20 Jan 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and InteractionACM Multimedia (ACM MM), 2022 Jing-Yi Wang Ruoyi Du Dongliang Chang Kongming Liang Zhanyu Ma OOD 230 58 0 20 Jan 2022
MVDG: A Unified Multi-view Framework for Domain GeneralizationEuropean Conference on Computer Vision (ECCV), 2021 Jian Zhang Lei Qi Yinghuan Shi Yang Gao 211 42 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
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation Zhipeng Huang Zhizheng Zhang Cuiling Lan Wenjun Zeng Peng Chu Quanzeng You Jiang Wang Zicheng Liu Zhengjun Zha CLL 245 42 0 13 Dec 2021
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Xinyi Wu Zhenyao Wu Yuhang Lu Lili Ju Song Wang 150 29 0 09 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
On Learning Domain-Invariant Representations for Transfer Learning with Multiple SourcesNeural Information Processing Systems (NeurIPS), 2021 Trung-Nghia Phung Trung Le L. Vuong Toan M. Tran Anh Tran Hung Bui Dinh Q. Phung OOD AI4CE 148 22 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
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Xinyu Zhang S. Gu Yutaka Matsuo Yusuke Iwasawa VLM 313 55 0 25 Nov 2021
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Cheng Ouyang Chen Chen Surui Li Zeju Li C. Qin Wenjia Bai Daniel Rueckert OOD 404 202 0 24 Nov 2021
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile SensingProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2021 Taesik Gong Yewon Kim Adiba Orzikulova Yunxin Liu Sung Ju Hwang Jinwoo Shin Sung-Ju Lee 214 10 0 22 Nov 2021
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Zheren Li Zhiming Cui Sheng Wang Yuji Qi Xi Ouyang Qitian Chen Yuezhi Yang Zhong Xue Dinggang Shen Jie Cheng OOD MedIm 201 45 0 21 Nov 2021
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations Akira Sakai Taro Sunagawa Spandan Madan Kanata Suzuki Takashi Katoh Hiromichi Kobashi Hanspeter Pfister Arabinda Kumar Choudhary Xavier Boix Tomotake Sasaki 204 3 0 30 Oct 2021
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition M. Planamente Chiara Plizzari Emanuele Alberti Barbara Caputo EgoV 229 48 0 19 Oct 2021
Pareto Navigation Gradient Descent: a First-Order Algorithm for Optimization in Pareto Set Mao Ye Qiang Liu 263 12 0 17 Oct 2021
Invariant Language Modeling Maxime Peyrard Sarvjeet Ghotra Martin Josifoski Vidhan Agarwal Barun Patra Dean Carignan Emre Kıcıman Robert West 248 18 0 16 Oct 2021
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis J. Wolleb Robin Sandkühler Florentin Bieder M. Barakovic N. Hadjikhani A. Papadopoulou Ozgur Yaldizli J. Kuhle Cristina Granziera Philippe C. Cattin OOD 195 10 0 13 Oct 2021
Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization Junkun Yuan Xu Ma Defang Chen Leilei Gan Lanfen Lin Kun Kuang FedML 356 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
Towards Data-Free Domain GeneralizationAsian Conference on Machine Learning (ACML), 2021 A. Frikha Haokun Chen Denis Krompass Thomas Runkler Volker Tresp OOD 343 15 0 09 Oct 2021
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2021 Kwanyong Park Sanghyun Woo Inkyu Shin In So Kweon OOD 147 41 0 08 Oct 2021
Scale Invariant Domain Generalization Image Recapture Detection Jinian Luo Jie Guo Weidong Qiu Zheng Huang Hong Hui 107 9 0 07 Oct 2021
The Connection between Out-of-Distribution Generalization and Privacy of ML Models Divyat Mahajan Shruti Tople Amit Sharma OOD 207 7 0 07 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
A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical ImagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Thomas Henn Yasukazu Sakamoto Clément Jacquet Shunsuke Yoshizawa M. Andou ... R. Saga Hiroyuki Ishihara Katsuhiko Shimizu Yingzhen Li Ryutaro Tanno 354 9 0 25 Sep 2021
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Ran Gu Jingyang Zhang Rui Huang Wenhui Lei Guotai Wang Shaoting Zhang OOD 182 33 0 18 Sep 2021
Variational Disentanglement for Domain Generalization Yufei Wang Haoliang Li Hao Cheng Bihan Wen Lap-Pui Chau Alex C. Kot OOD DRL 218 34 0 13 Sep 2021
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Yijun Yang Shujun Wang Lei Zhu Lequan Yu 294 16 0 13 Sep 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings M. Narayanan Vickram Rajendran Benjamin Kimia 131 15 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 174 1 0 09 Sep 2021