ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1906.03347
  4. Cited By
When Unseen Domain Generalization is Unnecessary? Rethinking Data
  Augmentation
v1v2 (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
ArXiv (abs)PDFHTML

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
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
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
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
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
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
Contrastive ACE: Domain Generalization Through Alignment of Causal Mechanisms
Yunqi Wang
Furui Liu
Zhitang Chen
Qing Lian
Guangyong Chen
Jianye Hao
Yik-Chung Wu
OODCML
72
36
0
02 Jun 2021
Learning Domain Invariant Representations for Generalizable Person
  Re-Identification
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
An Empirical Framework for Domain Generalization in Clinical Settings
Haoran Zhang
Natalie Dullerud
Laleh Seyyed-Kalantari
Q. Morris
Shalmali Joshi
Marzyeh Ghassemi
OODAI4CE
132
61
0
20 Mar 2021
Model-Based Domain Generalization
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
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
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
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
Deep learning for cardiac image segmentation: A review
Chen Chen
C. Qin
Huaqi Qiu
G. Tarroni
Jinming Duan
Wenjia Bai
Daniel Rueckert
SSeg3DV
141
689
0
09 Nov 2019
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI
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
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