Domain Generalization Using a Mixture of Multiple Latent Domains

AAAI Conference on Artificial Intelligence (AAAI), 2019

18 November 2019

Papers citing "Domain Generalization Using a Mixture of Multiple Latent Domains"

27 / 177 papers shown

Title
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 369 534 0 10 Mar 2021
Multi-task Learning by Leveraging the Semantic InformationAAAI Conference on Artificial Intelligence (AAAI), 2021 Fan Zhou B. Chaib-draa Boyu Wang 170 12 0 03 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 1,296 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 1,511 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
Model-Based Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2021 Avi Schwarzschild George J. Pappas Hamed Hassani OOD 295 147 0 23 Feb 2021
Robust Domain-Free Domain Generalization with Class-aware AlignmentIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Wenyu Zhang Mohamed Ragab Ramón Sagarna OOD 181 9 0 17 Feb 2021
Robust White Matter Hyperintensity Segmentation on Unseen DomainIEEE International Symposium on Biomedical Imaging (ISBI), 2021 Xingchen Zhao Anthony Sicilia D. Minhas Erin O'Connor H. Aizenstein W. Klunk D. Tudorascu Seong Jae Hwang OOD 255 16 0 12 Feb 2021
Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to ImproveMachine-mediated learning (ML), 2021 Anthony Sicilia Xingchen Zhao Seong Jae Hwang OOD AI4CE 170 96 0 07 Feb 2021
Rethinking Domain Generalization BaselinesInternational Conference on Pattern Recognition (ICPR), 2021 Francesco Cappio Borlino A. DÍnnocente Tatiana Tommasi OOD 223 43 0 22 Jan 2021
Towards Domain Invariant Single Image DehazingAAAI Conference on Artificial Intelligence (AAAI), 2021 P. Shyam Kuk-Jin Yoon Kyung-soo Kim 102 57 0 09 Jan 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract)AAAI Conference on Artificial Intelligence (AAAI), 2020 Hoang Son Le Rini Akmeliawati G. Carneiro 52 5 0 27 Dec 2020
Batch Normalization Embeddings for Deep Domain GeneralizationPattern Recognition (Pattern Recognit.), 2020 Mattia Segu A. Tonioni Federico Tombari OOD AI4CE 359 155 0 25 Nov 2020
Empirical or Invariant Risk Minimization? A Sample Complexity PerspectiveInternational Conference on Learning Representations (ICLR), 2020 Kartik Ahuja Jun Wang Amit Dhurandhar Karthikeyan Shanmugam Kush R. Varshney OOD 230 82 0 30 Oct 2020
Domain Generalization via Semi-supervised Meta Learning Hossein Sharifi-Noghabi Hossein Asghari Nazanin Mehrasa Martin Ester OOD 138 13 0 26 Sep 2020
Learning Invariant Feature Representation to Improve Generalization across Chest X-ray Datasets S. Ghimire Satyananda Kashyap Joy T. Wu Alexandros Karargyris Mehdi Moradi OOD 136 8 0 04 Aug 2020
Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors Prashant Pandey Mrigank Raman Sumanth Varambally A. Prathosh 123 1 0 28 Jul 2020
Self-Supervised Learning Across DomainsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 S. Bucci A. DÍnnocente Yujun Liao Fabio Maria Carlucci Barbara Caputo Tatiana Tommasi SSL 184 90 0 24 Jul 2020
Domain Generalization via Optimal Transport with Metric Similarity Learning Fan Zhou Zhuqing Jiang Changjian Shui Boyu Wang B. Chaib-draa OOD 234 68 0 21 Jul 2020
Self-Supervised Policy Adaptation during DeploymentInternational Conference on Learning Representations (ICLR), 2020 Nicklas Hansen Rishabh Jangir Yu Sun Guillem Alenyà Pieter Abbeel Alexei A. Efros Lerrel Pinto Xiaolong Wang 246 179 0 08 Jul 2020
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 384 1,320 0 02 Jul 2020
Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations Zhun Deng Frances Ding Cynthia Dwork Rachel Hong Giovanni Parmigiani Prasad Patil Pragya Sur OOD FaML 115 33 0 20 Jun 2020
Frustratingly Simple Domain Generalization via Image Stylization Nathan Somavarapu Chih-Yao Ma Z. Kira OOD 210 71 0 19 Jun 2020
Domain Generalization using Causal MatchingInternational Conference on Machine Learning (ICML), 2020 Divyat Mahajan Shruti Tople Amit Sharma OOD 461 379 0 12 Jun 2020
Generalizable Model-agnostic Semantic Segmentation via Target-specific NormalizationPattern Recognition (Pattern Recognit.), 2020 Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD 106 40 0 27 Mar 2020
Reducing Domain Gap by Reducing Style Bias Hyeonseob Nam HyunJae Lee Jongchan Park Wonjun Yoon Donggeun Yoo 279 63 0 25 Oct 2019
Learning to Optimize Domain Specific Normalization for Domain GeneralizationEuropean Conference on Computer Vision (ECCV), 2019 Seonguk Seo Yumin Suh Dongwan Kim Geeho Kim Jongwoo Han Bohyung Han AI4CE 420 261 0 09 Jul 2019