Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1906.03347
Cited By
v1
v2 (latest)
When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation
7 June 2019
Ling Zhang
Xiaosong Wang
Ke Wang
Thomas Sanford
Stephanie Harmon
Baris Turkbey
H. Roth
Andriy Myronenko
Daguang Xu
Ziyue Xu
OOD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation"
15 / 15 papers shown
Title
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation
Jinxin Lv
Xiaoyu Zeng
Sheng Wang
Ran Duan
Zhiwei Wang
Qiang Li
67
3
0
26 Nov 2022
Towards Principled Disentanglement for Domain Generalization
Hanlin Zhang
Yi-Fan Zhang
Weiyang Liu
Adrian Weller
Bernhard Schölkopf
Eric Xing
OOD
137
120
0
27 Nov 2021
Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation
Nishanjan Ravin
Sourajit Saha
A. Schweitzer
A. Elahi
Farouk Dako
D. Mollura
David Chapman
OOD
59
0
0
09 Nov 2021
A Fine-Grained Analysis on Distribution Shift
Olivia Wiles
Sven Gowal
Florian Stimberg
Sylvestre-Alvise Rebuffi
Ira Ktena
Krishnamurthy Dvijotham
A. Cemgil
OOD
326
216
0
21 Oct 2021
Automatic linear measurements of the fetal brain on MRI with deep neural networks
Netanell Avisdris
Bossmat Yehuda
Ori Ben-Zvi
Daphna Link-Sourani
L. Ben‐Sira
E. Miller
Elena Zharkov
D. Ben Bashat
Leo Joskowicz
30
20
0
15 Jun 2021
Contrastive ACE: Domain Generalization Through Alignment of Causal Mechanisms
Yunqi Wang
Furui Liu
Zhitang Chen
Qing Lian
Guangyong Chen
Jianye Hao
Yik-Chung Wu
OOD
CML
72
36
0
02 Jun 2021
Learning Domain Invariant Representations for Generalizable Person Re-Identification
Yi-Fan Zhang
Zhang Zhang
Da Li
Zhen Jia
Liang Wang
Tieniu Tan
OOD
120
44
0
29 Mar 2021
An Empirical Framework for Domain Generalization in Clinical Settings
Haoran Zhang
Natalie Dullerud
Laleh Seyyed-Kalantari
Q. Morris
Shalmali Joshi
Marzyeh Ghassemi
OOD
AI4CE
132
61
0
20 Mar 2021
Model-Based Domain Generalization
Alexander Robey
George J. Pappas
Hamed Hassani
OOD
155
132
0
23 Feb 2021
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation
Zhanwei Xu
Yukun Cao
Cheng Jin
Guozhu Shao
Xiaoqing Liu
Jie Zhou
Heshui Shi
Jianjiang Feng
MedIm
81
25
0
19 Oct 2020
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets
Shujun Wang
Lequan Yu
Kang Li
Xin Yang
Chi-Wing Fu
Pheng-Ann Heng
84
138
0
13 Oct 2020
In Search of Lost Domain Generalization
Ishaan Gulrajani
David Lopez-Paz
OOD
142
1,162
0
02 Jul 2020
Deep learning for cardiac image segmentation: A review
Chen Chen
C. Qin
Huaqi Qiu
G. Tarroni
Jinming Duan
Wenjia Bai
Daniel Rueckert
SSeg
3DV
141
689
0
09 Nov 2019
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI
S. Aslani
Vittorio Murino
Michael Dayan
Roger Tam
Diego Sona
Ghassan Hamarneh
MedIm
71
42
0
22 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation
Nima Tajbakhsh
Laura Jeyaseelan
Q. Li
J. Chiang
Zhihao Wu
Xiaowei Ding
172
770
0
27 Aug 2019
1