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Domain Generalization via Model-Agnostic Learning of Semantic Features

Domain Generalization via Model-Agnostic Learning of Semantic Features

29 October 2019
Qi Dou
Daniel Coelho De Castro
Konstantinos Kamnitsas
Ben Glocker
    OOD
ArXiv (abs)PDFHTML

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

50 / 417 papers shown
Title
Cross-Domain Few-Shot Graph Classification
Cross-Domain Few-Shot Graph Classification
Kaveh Hassani
107
32
0
20 Jan 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement
  and Interaction
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction
Jing-Yi Wang
Ruoyi Du
Dongliang Chang
Kongming Liang
Zhanyu Ma
OOD
88
47
0
20 Jan 2022
MVDG: A Unified Multi-view Framework for Domain Generalization
MVDG: A Unified Multi-view Framework for Domain Generalization
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
81
31
0
23 Dec 2021
Generalizable Cross-modality Medical Image Segmentation via Style
  Augmentation and Dual Normalization
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
Ziqi Zhou
Lei Qi
Xin Yang
Dong Ni
Yinghuan Shi
OODMedIm
69
59
0
21 Dec 2021
Lifelong Unsupervised Domain Adaptive Person Re-identification with
  Coordinated Anti-forgetting and Adaptation
Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation
Zhipeng Huang
Zhizheng Zhang
Cuiling Lan
Wenjun Zeng
Peng Chu
Quanzeng You
Jiang Wang
Zicheng Liu
Zhengjun Zha
CLL
113
36
0
13 Dec 2021
Style Mixing and Patchwise Prototypical Matching for One-Shot
  Unsupervised Domain Adaptive Semantic Segmentation
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation
Xinyi Wu
Zhenyao Wu
Yuhang Lu
Lili Ju
Song Wang
88
24
0
09 Dec 2021
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for
  Domain Generalization
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization
Jintao Guo
Lei Qi
Yinghuan Shi
Yang Gao
OODAI4CE
84
6
0
07 Dec 2021
On Learning Domain-Invariant Representations for Transfer Learning with
  Multiple Sources
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources
Trung-Nghia Phung
Trung Le
L. Vuong
Toan M. Tran
Anh Tran
Hung Bui
Dinh Q. Phung
OODAI4CE
78
19
0
27 Nov 2021
Confounder Identification-free Causal Visual Feature Learning
Confounder Identification-free Causal Visual Feature Learning
Xin Li
Zhizheng Zhang
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Xin Jin
Zhibo Chen
CMLOOD
97
14
0
26 Nov 2021
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains
Xinyu Zhang
S. Gu
Yutaka Matsuo
Yusuke Iwasawa
VLM
104
40
0
25 Nov 2021
Causality-inspired Single-source Domain Generalization for Medical Image
  Segmentation
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation
Cheng Ouyang
Chen Chen
Surui Li
Zeju Li
C. Qin
Wenjia Bai
Daniel Rueckert
OOD
128
161
0
24 Nov 2021
DAPPER: Label-Free Performance Estimation after Personalization for
  Heterogeneous Mobile Sensing
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing
Taesik Gong
Yewon Kim
Adiba Orzikulova
Yunxin Liu
Sung Ju Hwang
Jinwoo Shin
Sung-Ju Lee
84
9
0
22 Nov 2021
Domain Generalization for Mammography Detection via Multi-style and
  Multi-view Contrastive Learning
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning
Zheren Li
Zhiming Cui
Sheng Wang
Yuji Qi
Xi Ouyang
Qitian Chen
Yuezhi Yang
Zhong Xue
Dinggang Shen
Jie Cheng
OODMedIm
99
39
0
21 Nov 2021
Three approaches to facilitate DNN generalization to objects in
  out-of-distribution orientations and illuminations
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations
Akira Sakai
Taro Sunagawa
Spandan Madan
Kanata Suzuki
Takashi Katoh
Hiromichi Kobashi
Hanspeter Pfister
Pawan Sinha
Xavier Boix
Tomotake Sasaki
73
2
0
30 Oct 2021
Domain Generalization through Audio-Visual Relative Norm Alignment in
  First Person Action Recognition
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition
M. Planamente
Chiara Plizzari
Emanuele Alberti
Barbara Caputo
EgoV
121
35
0
19 Oct 2021
Pareto Navigation Gradient Descent: a First-Order Algorithm for
  Optimization in Pareto Set
Pareto Navigation Gradient Descent: a First-Order Algorithm for Optimization in Pareto Set
Mao Ye
Qiang Liu
133
11
0
17 Oct 2021
Invariant Language Modeling
Invariant Language Modeling
Maxime Peyrard
Sarvjeet Ghotra
Martin Josifoski
Vidhan Agarwal
Barun Patra
Dean Carignan
Emre Kıcıman
Robert West
92
13
0
16 Oct 2021
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis
J. Wolleb
Robin Sandkühler
Florentin Bieder
M. Barakovic
N. Hadjikhani
A. Papadopoulou
Ozgur Yaldizli
J. Kuhle
Cristina Granziera
Philippe C. Cattin
OOD
69
8
0
13 Oct 2021
Collaborative Semantic Aggregation and Calibration for Federated Domain
  Generalization
Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization
Junkun Yuan
Xu Ma
Defang Chen
Leilei Gan
Lanfen Lin
Kun Kuang
FedML
121
23
0
13 Oct 2021
Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for
  Semi-supervised Domain Generalization
Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization
Ruiqi Wang
Lei Qi
Yinghuan Shi
Yang Gao
86
26
0
10 Oct 2021
Towards Data-Free Domain Generalization
Towards Data-Free Domain Generalization
A. Frikha
Haokun Chen
Denis Krompass
Thomas Runkler
Volker Tresp
OOD
157
14
0
09 Oct 2021
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for
  Semantic Segmentation
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation
Kwanyong Park
Sanghyun Woo
Inkyu Shin
In So Kweon
OOD
78
36
0
08 Oct 2021
Scale Invariant Domain Generalization Image Recapture Detection
Scale Invariant Domain Generalization Image Recapture Detection
Jinian Luo
Jie Guo
Weidong Qiu
Zheng Huang
Hong Hui
47
8
0
07 Oct 2021
The Connection between Out-of-Distribution Generalization and Privacy of
  ML Models
The Connection between Out-of-Distribution Generalization and Privacy of ML Models
Divyat Mahajan
Shruti Tople
Amit Sharma
OOD
112
7
0
07 Oct 2021
Dynamically Decoding Source Domain Knowledge for Domain Generalization
Dynamically Decoding Source Domain Knowledge for Domain Generalization
Cuicui Kang
Karthik Nandakumar
OODViT
124
1
0
06 Oct 2021
Instrumental Variable-Driven Domain Generalization with Unobserved
  Confounders
Instrumental Variable-Driven Domain Generalization with Unobserved Confounders
Junkun Yuan
Xu Ma
Ruoxuan Xiong
Biwei Huang
Xiangyu Liu
Leilei Gan
Lanfen Lin
Kun Kuang
OODCML
108
12
0
04 Oct 2021
Domain-Specific Bias Filtering for Single Labeled Domain Generalization
Domain-Specific Bias Filtering for Single Labeled Domain Generalization
Junkun Yuan
Xu Ma
Defang Chen
Kun Kuang
Leilei Gan
Lanfen Lin
127
25
0
02 Oct 2021
A Principled Approach to Failure Analysis and Model Repairment:
  Demonstration in Medical Imaging
A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging
Thomas Henn
Yasukazu Sakamoto
Clément Jacquet
Shunsuke Yoshizawa
M. Andou
...
R. Saga
Hiroyuki Ishihara
Katsuhiko Shimizu
Yingzhen Li
Ryutaro Tanno
178
9
0
25 Sep 2021
Domain Composition and Attention for Unseen-Domain Generalizable Medical
  Image Segmentation
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation
Ran Gu
Jingyang Zhang
Rui Huang
Wenhui Lei
Guotai Wang
Shaoting Zhang
OOD
82
29
0
18 Sep 2021
Variational Disentanglement for Domain Generalization
Variational Disentanglement for Domain Generalization
Yufei Wang
Haoliang Li
Hao Cheng
Bihan Wen
Lap-Pui Chau
Alex C. Kot
OODDRL
120
27
0
13 Sep 2021
HCDG: A Hierarchical Consistency Framework for Domain Generalization on
  Medical Image Segmentation
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation
Yijun Yang
Shujun Wang
Lei Zhu
Lequan Yu
139
11
0
13 Sep 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings
Shape-Biased Domain Generalization via Shock Graph Embeddings
M. Narayanan
Vickram Rajendran
Benjamin Kimia
73
14
0
13 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via
  Knowledge Corruption
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption
A. Frikha
Denis Krompass
Volker Tresp
OOD
90
1
0
09 Sep 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution
  Generalization
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization
Haoyue Bai
Fengwei Zhou
Lanqing Hong
Nanyang Ye
Shueng-Han Gary Chan
Zhenguo Li
OODUQCV
73
44
0
05 Sep 2021
Barycentric-alignment and reconstruction loss minimization for domain
  generalization
Barycentric-alignment and reconstruction loss minimization for domain generalization
Boyang Lyu
Thuan Q. Nguyen
Prakash Ishwar
matthias. scheutz
Shuchin Aeron
OOD
140
4
0
04 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey
Towards Out-Of-Distribution Generalization: A Survey
Jiashuo Liu
Zheyan Shen
Yue He
Xingxuan Zhang
Renzhe Xu
Han Yu
Peng Cui
CMLOOD
168
536
0
31 Aug 2021
Self-balanced Learning For Domain Generalization
Self-balanced Learning For Domain Generalization
Jin-Hwa Kim
Jiyoung Lee
Jungin Park
Dongbo Min
Kwanghoon Sohn
OODAI4CE
40
6
0
31 Aug 2021
Re-using Adversarial Mask Discriminators for Test-time Training under
  Distribution Shifts
Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts
Gabriele Valvano
Andrea Leo
Sotirios A. Tsaftaris
74
6
0
26 Aug 2021
Learning to Diversify for Single Domain Generalization
Learning to Diversify for Single Domain Generalization
Zijian Wang
Yadan Luo
Ruihong Qiu
Zi Huang
Mahsa Baktash
116
259
0
26 Aug 2021
Discovering Spatial Relationships by Transformers for Domain
  Generalization
Discovering Spatial Relationships by Transformers for Domain Generalization
Cuicui Kang
Karthik Nandakumar
ViT
26
0
0
23 Aug 2021
Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning
  Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection
Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection
C. Abbet
Linda Studer
Andreas Fischer
H. Dawson
I. Zlobec
Behzad Bozorgtabar
Jean-Philippe Thiran
OOD
94
34
0
20 Aug 2021
Discriminative Domain-Invariant Adversarial Network for Deep Domain
  Generalization
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization
Mohammad Mahfujur Rahman
Clinton Fookes
Sridha Sridharan
OOD
83
3
0
20 Aug 2021
Feature Stylization and Domain-aware Contrastive Learning for Domain
  Generalization
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization
Seogkyu Jeon
Kibeom Hong
Pilhyeon Lee
Jewook Lee
H. Byun
OOD
97
79
0
19 Aug 2021
Training for the Future: A Simple Gradient Interpolation Loss to
  Generalize Along Time
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time
Anshul Nasery
Soumyadeep Thakur
Vihari Piratla
A. De
Sunita Sarawagi
AI4TS
67
28
0
15 Aug 2021
The Effect of the Loss on Generalization: Empirical Study on Synthetic
  Lung Nodule Data
The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data
V. Baltatzis
Loic Le Folgoc
S. Ellis
O. M. Manzanera
Kyriaki-Margarita Bintsi
A. Nair
S. Desai
Ben Glocker
Julia A. Schnabel
OOD
21
1
0
10 Aug 2021
Out-of-Domain Generalization from a Single Source: An Uncertainty
  Quantification Approach
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach
Xi Peng
Fengchun Qiao
Long Zhao
OOD
134
36
0
05 Aug 2021
Domain Generalization via Gradient Surgery
Domain Generalization via Gradient Surgery
Lucas Mansilla
Rodrigo Echeveste
Diego H. Milone
Enzo Ferrante
OOD
91
84
0
03 Aug 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge
  Distillation
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
A. Bhunia
Aneeshan Sain
Pinaki Nath Chowdhury
Yi-Zhe Song
80
29
0
26 Jul 2021
Towards Unsupervised Domain Generalization
Towards Unsupervised Domain Generalization
Xingxuan Zhang
Linjun Zhou
Renzhe Xu
Peng Cui
Zheyan Shen
Haoxin Liu
OODAI4CE
95
51
0
13 Jul 2021
Embracing the Dark Knowledge: Domain Generalization Using Regularized
  Knowledge Distillation
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation
Yufei Wang
Haoliang Li
Lap-pui Chau
Alex C. Kot
FedML
56
43
0
06 Jul 2021
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