Domain Generalization via Model-Agnostic Learning of Semantic Features

Domain Generalization via Model-Agnostic Learning of Semantic Features

29 October 2019

Daniel Coelho De Castro

Konstantinos Kamnitsas

ArXiv (abs)PDF HTML

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

17 / 417 papers shown

Title
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 61 172 0 09 Apr 2020
Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation Da Li Timothy M. Hospedales 84 103 0 09 Apr 2020
Improving out-of-distribution generalization via multi-task self-supervised pretraining Isabela Albuquerque Nikhil Naik Junnan Li N. Keskar R. Socher SSL OOD 90 40 0 30 Mar 2020
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition Vihari Piratla Praneeth Netrapalli Sunita Sarawagi OOD 82 219 0 28 Mar 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 227 284 0 16 Mar 2020
Learning Cross-domain Generalizable Features by Representation Disentanglement Qingjie Meng Daniel Rueckert Bernhard Kainz OOD DRL 55 12 0 29 Feb 2020
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization Vikas Garg Adam Kalai Katrina Ligett Zhiwei Steven Wu OOD 46 23 0 13 Feb 2020
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data Quande Liu Qi Dou Lequan Yu Pheng Ann Heng OOD 125 286 0 09 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 113 317 0 06 Feb 2020
VideoDG: Generalizing Temporal Relations in Videos to Novel Domains Zhiyu Yao Yunbo Wang Jianmin Wang Philip S. Yu Mingsheng Long OOD ViT 73 26 0 08 Dec 2019
Open Cross-Domain Visual Search William Thong Pascal Mettes Cees G. M. Snoek 135 13 0 19 Nov 2019
Deep learning for cardiac image segmentation: A review Chen Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 136 689 0 09 Nov 2019
Generalizing to unseen domains via distribution matching Isabela Albuquerque João Monteiro Mohammad Javad Darvishi Bayazi T. Falk Ioannis Mitliagkas OOD 112 157 0 03 Nov 2019
Reducing Domain Gap by Reducing Style Bias Hyeonseob Nam HyunJae Lee Jongchan Park Wonjun Yoon Donggeun Yoo 97 62 0 25 Oct 2019
Learning to Optimize Domain Specific Normalization for Domain Generalization Seonguk Seo Yumin Suh Dongwan Kim Geeho Kim Jongwoo Han Bohyung Han AI4CE 107 249 0 09 Jul 2019
Domain Generalization by Marginal Transfer Learning Gilles Blanchard A. Deshmukh Ürün Dogan Gyemin Lee Clayton Scott OOD 104 286 0 21 Nov 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 306 4,687 0 17 Feb 2017