Domain Agnostic Learning with Disentangled Representations

28 April 2019

Papers citing "Domain Agnostic Learning with Disentangled Representations"

38 / 138 papers shown

Title
Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation R. Yamashita J. Long Snikitha Banda Jeanne Shen D. Rubin OOD MedIm 70 51 0 02 Feb 2021
Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains Le Thanh Nguyen-Meidine Atif Belal M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 83 27 0 18 Jan 2021
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Haoyue Bai Rui Sun Lanqing Hong Fengwei Zhou Nanyang Ye Han-Jia Ye Shueng-Han Gary Chan Zhenguo Li OOD OODD CML 96 79 0 17 Dec 2020
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects Sandipan Banerjee Ajjen Joshi Jay Turcot B. Reimer Taniya Mishra 64 2 0 05 Dec 2020
Interventional Domain Adaptation Jun Wen Changjian Shui Kun Kuang Junsong Yuan Zenan Huang Zhefeng Gong Nenggan Zheng OOD 47 1 0 07 Nov 2020
Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging Qingjie Meng Jacqueline Matthew V. Zimmer Alberto Gómez D. Lloyd Daniel Rueckert Bernhard Kainz OOD 61 36 0 30 Oct 2020
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews Gabriele Pergola Lin Gui Yulan He AAML BDL DRL 76 17 0 22 Oct 2020
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement Xingjian Li Di Hu Xuhong Li Haoyi Xiong Zhiquan Ye Zhipeng Wang Chengzhong Xu Dejing Dou AAML 38 1 0 16 Oct 2020
Domain Agnostic Learning for Unbiased Authentication Jian Liang Yuren Cao Shuang Li Bing Bai Hao Li Fei Wang Kun Bai OOD 54 0 0 11 Oct 2020
Domain Generalization via Semi-supervised Meta Learning Hossein Sharifi-Noghabi Hossein Asghari Nazanin Mehrasa Martin Ester OOD 64 11 0 26 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 135 270 0 01 Sep 2020
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization Prithvijit Chattopadhyay Yogesh Balaji Judy Hoffman OOD 95 208 0 28 Aug 2020
Intra-class variation reduction of speaker representation in disentanglement framework Yoohwan Kwon Soo-Whan Chung Hong-Goo Kang DRL 114 21 0 04 Aug 2020
Privacy-preserving Voice Analysis via Disentangled Representations Ranya Aloufi Hamed Haddadi David E. Boyle DRL 126 58 0 29 Jul 2020
Robust and Generalizable Visual Representation Learning via Random Convolutions Zhenlin Xu Deyi Liu Junlin Yang Colin Raffel Marc Niethammer OOD AAML 157 196 0 25 Jul 2020
Learning Disentangled Representations with Latent Variation Predictability Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 78 27 0 25 Jul 2020
Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation Jue Jiang Harini Veeraraghavan DRL 43 30 0 19 Jul 2020
Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Xingchao Peng Yichen Li Kate Saenko 69 35 0 17 Jul 2020
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Le Thanh Nguyen-Meidine Atif Bela M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 94 84 0 14 Jul 2020
Latent Domain Learning with Dynamic Residual Adapters Lucas Deecke Timothy M. Hospedales Hakan Bilen 43 8 0 01 Jun 2020
Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation Lihua Zhou Mao Ye Xinpeng Li Ce Zhu Yiguang Liu Xue Li OOD 18 4 0 28 May 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 70 25 0 11 May 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu Wang Geoffrey J. Gordon OOD AAML VLM 110 192 0 10 Mar 2020
Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay Qicheng Lao Xiang Jiang Mohammad Havaei Yoshua Bengio VLM 65 33 0 09 Mar 2020
Environment-agnostic Multitask Learning for Natural Language Grounded Navigation Xinze Wang Vihan Jain Eugene Ie William Yang Wang Zornitsa Kozareva Sujith Ravi LM&Ro 128 64 0 01 Mar 2020
Learning Cross-domain Generalizable Features by Representation Disentanglement Qingjie Meng Daniel Rueckert Bernhard Kainz OOD DRL 55 12 0 29 Feb 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 138 1,255 0 20 Feb 2020
Learning Domain Adaptive Features with Unlabeled Domain Bridges Yichen Li Xingchao Peng GAN 22 3 0 10 Dec 2019
Minimum Class Confusion for Versatile Domain Adaptation Ying Jin Ximei Wang Mingsheng Long Jianmin Wang 97 7 0 08 Dec 2019
Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement Aming Wu Yahong Han Linchao Zhu Yi Yang 77 4 0 20 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 192 4,501 0 07 Nov 2019
Federated Adversarial Domain Adaptation Xingchao Peng Zijun Huang Yizhe Zhu Kate Saenko FedML 80 273 0 05 Nov 2019
Class-imbalanced Domain Adaptation: An Empirical Odyssey Shuhan Tan Xingchao Peng Kate Saenko OOD 67 11 0 23 Oct 2019
Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI Eunjin Jeon Wonjun Ko Jee Seok Yoon Heung-Il Suk OOD 32 0 0 17 Oct 2019
Open Compound Domain Adaptation Ziwei Liu Zhongqi Miao Xingang Pan Xiaohang Zhan Dahua Lin Stella X. Yu Boqing Gong 94 131 0 08 Sep 2019
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation Junlin Yang Nicha Dvornek Fan Zhang Juntang Zhuang Julius Chapiro Mingde Lin James S. Duncan FedML OOD MedIm 72 17 0 27 Aug 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 143 192 0 12 Mar 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 303 4,685 0 17 Feb 2017