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1910.13580
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Domain Generalization via Model-Agnostic Learning of Semantic Features
29 October 2019
Qi Dou
Daniel Coelho De Castro
Konstantinos Kamnitsas
Ben Glocker
OOD
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Papers citing
"Domain Generalization via Model-Agnostic Learning of Semantic Features"
50 / 417 papers shown
Title
Cross-Domain Few-Shot Graph Classification
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Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction
Jing-Yi Wang
Ruoyi Du
Dongliang Chang
Kongming Liang
Zhanyu Ma
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88
47
0
20 Jan 2022
MVDG: A Unified Multi-view Framework for Domain Generalization
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
81
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23 Dec 2021
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
Ziqi Zhou
Lei Qi
Xin Yang
Dong Ni
Yinghuan Shi
OOD
MedIm
69
59
0
21 Dec 2021
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
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0
13 Dec 2021
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
Jintao Guo
Lei Qi
Yinghuan Shi
Yang Gao
OOD
AI4CE
84
6
0
07 Dec 2021
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
OOD
AI4CE
78
19
0
27 Nov 2021
Confounder Identification-free Causal Visual Feature Learning
Xin Li
Zhizheng Zhang
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Xin Jin
Zhibo Chen
CML
OOD
97
14
0
26 Nov 2021
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
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
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
Zheren Li
Zhiming Cui
Sheng Wang
Yuji Qi
Xi Ouyang
Qitian Chen
Yuezhi Yang
Zhong Xue
Dinggang Shen
Jie Cheng
OOD
MedIm
99
39
0
21 Nov 2021
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
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
Mao Ye
Qiang Liu
133
11
0
17 Oct 2021
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
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
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
Ruiqi Wang
Lei Qi
Yinghuan Shi
Yang Gao
86
26
0
10 Oct 2021
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
Kwanyong Park
Sanghyun Woo
Inkyu Shin
In So Kweon
OOD
78
36
0
08 Oct 2021
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
Divyat Mahajan
Shruti Tople
Amit Sharma
OOD
112
7
0
07 Oct 2021
Dynamically Decoding Source Domain Knowledge for Domain Generalization
Cuicui Kang
Karthik Nandakumar
OOD
ViT
124
1
0
06 Oct 2021
Instrumental Variable-Driven Domain Generalization with Unobserved Confounders
Junkun Yuan
Xu Ma
Ruoxuan Xiong
Biwei Huang
Xiangyu Liu
Leilei Gan
Lanfen Lin
Kun Kuang
OOD
CML
108
12
0
04 Oct 2021
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
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
Ran Gu
Jingyang Zhang
Rui Huang
Wenhui Lei
Guotai Wang
Shaoting Zhang
OOD
82
29
0
18 Sep 2021
Variational Disentanglement for Domain Generalization
Yufei Wang
Haoliang Li
Hao Cheng
Bihan Wen
Lap-Pui Chau
Alex C. Kot
OOD
DRL
120
27
0
13 Sep 2021
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
M. Narayanan
Vickram Rajendran
Benjamin Kimia
73
14
0
13 Sep 2021
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
Haoyue Bai
Fengwei Zhou
Lanqing Hong
Nanyang Ye
Shueng-Han Gary Chan
Zhenguo Li
OOD
UQCV
73
44
0
05 Sep 2021
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
Jiashuo Liu
Zheyan Shen
Yue He
Xingxuan Zhang
Renzhe Xu
Han Yu
Peng Cui
CML
OOD
168
536
0
31 Aug 2021
Self-balanced Learning For Domain Generalization
Jin-Hwa Kim
Jiyoung Lee
Jungin Park
Dongbo Min
Kwanghoon Sohn
OOD
AI4CE
40
6
0
31 Aug 2021
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
Zijian Wang
Yadan Luo
Ruihong Qiu
Zi Huang
Mahsa Baktash
116
259
0
26 Aug 2021
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
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
Mohammad Mahfujur Rahman
Clinton Fookes
Sridha Sridharan
OOD
83
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0
20 Aug 2021
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization
Seogkyu Jeon
Kibeom Hong
Pilhyeon Lee
Jewook Lee
H. Byun
OOD
97
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0
19 Aug 2021
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
V. Baltatzis
Loic Le Folgoc
S. Ellis
O. M. Manzanera
Kyriaki-Margarita Bintsi
A. Nair
S. Desai
Ben Glocker
Julia A. Schnabel
OOD
21
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10 Aug 2021
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
Lucas Mansilla
Rodrigo Echeveste
Diego H. Milone
Enzo Ferrante
OOD
91
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0
03 Aug 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
A. Bhunia
Aneeshan Sain
Pinaki Nath Chowdhury
Yi-Zhe Song
80
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26 Jul 2021
Towards Unsupervised Domain Generalization
Xingxuan Zhang
Linjun Zhou
Renzhe Xu
Peng Cui
Zheyan Shen
Haoxin Liu
OOD
AI4CE
95
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0
13 Jul 2021
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation
Yufei Wang
Haoliang Li
Lap-pui Chau
Alex C. Kot
FedML
56
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0
06 Jul 2021
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