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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
Generalized Lightness Adaptation with Channel Selective Normalization
Generalized Lightness Adaptation with Channel Selective Normalization
Mingde Yao
Jie Huang
Xin Jin
Ruikang Xu
Shenglong Zhou
Man Zhou
Zhiwei Xiong
100
14
0
26 Aug 2023
Trustworthy Representation Learning Across Domains
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaMLAI4TS
98
2
0
23 Aug 2023
Domain Generalization via Rationale Invariance
Domain Generalization via Rationale Invariance
Liang Chen
Yong Zhang
Yibing Song
Anton Van Den Hengel
Lingqiao Liu
OOD
81
14
0
22 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain
  Generalization
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization
Jintao Guo
Lei Qi
Yinghuan Shi
OOD
120
22
0
20 Aug 2023
TDG: Text-guided Domain Generalization
TDG: Text-guided Domain Generalization
Geng-Ming Liu
Yuxi Wang
OOD
76
2
0
19 Aug 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set
  Domain Generalization
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
90
20
0
18 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A
  Comprehensive Survey
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey
Xin Li
Yulin Ren
Xin Jin
Cuiling Lan
Xingyu Wang
Wenjun Zeng
Xinchao Wang
Zhibo Chen
104
87
0
18 Aug 2023
SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation
SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation
Youssef Dawoud
G. Carneiro
Vasileios Belagiannis
50
0
0
09 Aug 2023
ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the
  Generalization of Histopathology Image Classification Across Unseen Hospitals
ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals
Milad Sikaroudi
Seyedeh Maryam Hosseini
Shahryar Rahnamayan
H. R. Tizhoosh
OOD
41
0
0
07 Aug 2023
DOMINO: Domain-invariant Hyperdimensional Classification for
  Multi-Sensor Time Series Data
DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data
Junyao Wang
Luke Chen
Mohammad Abdullah Al Faruque
74
5
0
07 Aug 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain
  Generalization
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
Junhyeong Cho
Gilhyun Nam
Sungyeon Kim
Hunmin Yang
Suha Kwak
VLMOODTTA
104
49
0
27 Jul 2023
NormAUG: Normalization-guided Augmentation for Domain Generalization
NormAUG: Normalization-guided Augmentation for Domain Generalization
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
OOD
101
13
0
25 Jul 2023
Phase Matching for Out-of-Distribution Generalization
Phase Matching for Out-of-Distribution Generalization
Chengming Hu
Ye Du
Rui Wang
Hao Chen
OOD
75
0
0
24 Jul 2023
Cross Contrasting Feature Perturbation for Domain Generalization
Cross Contrasting Feature Perturbation for Domain Generalization
Chenming Li
Daoan Zhang
Wen-Fong Huang
Jiang Zhang
OOD
61
17
0
24 Jul 2023
Improving Out-of-Distribution Robustness of Classifiers via Generative
  Interpolation
Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation
Haoyue Bai
Ceyuan Yang
Yinghao Xu
Shueng-Han Gary Chan
Bolei Zhou
OODD
40
3
0
23 Jul 2023
Flatness-Aware Minimization for Domain Generalization
Flatness-Aware Minimization for Domain Generalization
Xingxuan Zhang
Renzhe Xu
Han Yu
Yancheng Dong
Pengfei Tian
Peng Cu
89
22
0
20 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review
Advances and Challenges in Meta-Learning: A Technical Review
Anna Vettoruzzo
Mohamed-Rafik Bouguelia
Joaquin Vanschoren
Thorsteinn Rögnvaldsson
K. Santosh
OffRL
96
79
0
10 Jul 2023
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Sameer Ambekar
Zehao Xiao
Jiayi Shen
Xiantong Zhen
Cees G. M. Snoek
BDLOOD
88
1
0
08 Jul 2023
SRCD: Semantic Reasoning with Compound Domains for Single-Domain
  Generalized Object Detection
SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object Detection
Zhijie Rao
Jingcai Guo
Luyao Tang
Yue Huang
Xinghao Ding
Song Guo
130
16
0
04 Jul 2023
Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for
  Robust 3D Medical Image Segmentation
Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation
Jingjie Guo
Weitong Zhang
Matthew Sinclair
Daniel Rueckert
Chen Chen
OOD
93
2
0
02 Jul 2023
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via
  Shape-Aware Representation
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation
Dewei Hu
Hao Li
Han Liu
Xing Yao
Jiacheng Wang
I. Oguz
MedIm
49
0
0
01 Jul 2023
Shape Guided Gradient Voting for Domain Generalization
Shape Guided Gradient Voting for Domain Generalization
Jiaqi Xu
Yuwang Wang
Xuejin Chen
69
0
0
19 Jun 2023
Improving Generalizability of Graph Anomaly Detection Models via Data
  Augmentation
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation
Shuang Zhou
Xiao Shi Huang
Ninghao Liu
Huachi Zhou
F. Chung
Longhai Huang
141
26
0
18 Jun 2023
Modularity Trumps Invariance for Compositional Robustness
Modularity Trumps Invariance for Compositional Robustness
I. Mason
Anirban Sarkar
Tomotake Sasaki
Xavier Boix
OOD
91
1
0
15 Jun 2023
What can a cook in Italy teach a mechanic in India? Action Recognition
  Generalisation Over Scenarios and Locations
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations
Chiara Plizzari
Toby Perrett
Barbara Caputo
Dima Damen
EgoV
114
18
0
14 Jun 2023
Distribution Shift Inversion for Out-of-Distribution Prediction
Distribution Shift Inversion for Out-of-Distribution Prediction
Runpeng Yu
Songhua Liu
Xingyi Yang
Xinchao Wang
OODD
100
19
0
14 Jun 2023
Compositionally Equivariant Representation Learning
Compositionally Equivariant Representation Learning
Xiao Liu
Pedro Sanchez
Spyridon Thermos
Alison Q. OÑeil
Sotirios A. Tsaftaris
CoGeOOD
85
2
0
13 Jun 2023
Federated Domain Generalization: A Survey
Federated Domain Generalization: A Survey
Ying Li
Xingwei Wang
Rongfei Zeng
Praveen Kumar Donta
Ilir Murturi
Min Huang
Schahram Dustdar
OODFedMLAI4CE
120
31
0
02 Jun 2023
Meta Adaptive Task Sampling for Few-Domain Generalization
Meta Adaptive Task Sampling for Few-Domain Generalization
Zheyan Shen
Han Yu
Peng Cui
Jiashuo Liu
Xingxuan Zhang
Linjun Zhou
Furui Liu
OOD
47
1
0
25 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic
  Segmentation
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation
Haochen Wang
Yujun Shen
Jingjing Fei
Wei Li
Liwei Wu
Yuxi Wang
Zhaoxiang Zhang
OOD
101
7
0
23 May 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations
POEM: Polarization of Embeddings for Domain-Invariant Representations
Sang-Yeong Jo
Sung Whan Yoon
68
12
0
22 May 2023
Domain Generalization Deep Graph Transformation
Domain Generalization Deep Graph Transformation
Shiyu Wang
Guangji Bai
Qi Zhu
Zhaohui Qin
Liang Zhao
OOD
119
1
0
19 May 2023
Meta-Optimization for Higher Model Generalizability in Single-Image
  Depth Prediction
Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction
Cho-Ying Wu
Yiqi Zhong
Junying Wang
Ulrich Neumann
MDE
70
5
0
12 May 2023
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to
  Descendant Models
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models
Qiufeng Wang
Xu Yang
Shuxia Lin
Jing Wang
Xin Geng
80
13
0
03 May 2023
PGrad: Learning Principal Gradients For Domain Generalization
PGrad: Learning Principal Gradients For Domain Generalization
Zhe Wang
J. E. Grigsby
Yanjun Qi
OOD
92
10
0
02 May 2023
Moderately Distributional Exploration for Domain Generalization
Moderately Distributional Exploration for Domain Generalization
Ruiqi Dai
Yonggang Zhang
Zhen Fang
Bo Han
Xinmei Tian
OOD
117
19
0
27 Apr 2023
Domain Generalization for Mammographic Image Analysis with Contrastive
  Learning
Domain Generalization for Mammographic Image Analysis with Contrastive Learning
Zheren Li
Zhiming Cui
Lichi Zhang
Sheng Wang
Chenjin Lei
...
Yajia Gu
Zaiyi Liu
Chunling Liu
Dinggang Shen
Jie‐Zhi Cheng
87
2
0
20 Apr 2023
Semantic-Aware Mixup for Domain Generalization
Semantic-Aware Mixup for Domain Generalization
C. Xu
Xinmei Tian
AAML
45
2
0
12 Apr 2023
Improved Test-Time Adaptation for Domain Generalization
Improved Test-Time Adaptation for Domain Generalization
Liang Chen
Yong Zhang
Yibing Song
Ying Shan
Lingqiao Liu
TTAOOD
97
51
0
10 Apr 2023
Meta-causal Learning for Single Domain Generalization
Meta-causal Learning for Single Domain Generalization
Jin Chen
Zhiqiang Gao
Xinxiao Wu
Jiebo Luo
OOD
79
44
0
07 Apr 2023
Supervised Contrastive Learning with Heterogeneous Similarity for
  Distribution Shifts
Supervised Contrastive Learning with Heterogeneous Similarity for Distribution Shifts
Takuro Kutsuna
29
1
0
07 Apr 2023
Progressive Random Convolutions for Single Domain Generalization
Progressive Random Convolutions for Single Domain Generalization
Seokeon Choi
Debasmit Das
Sungha Choi
Seunghan Yang
Hyunsin Park
Sungrack Yun
103
40
0
02 Apr 2023
Fair-CDA: Continuous and Directional Augmentation for Group Fairness
Fair-CDA: Continuous and Directional Augmentation for Group Fairness
Ruijin Sun
Fengwei Zhou
Zhenhua Dong
Chuanlong Xie
Lanqing Hong
Jiawei Li
Rui-Xun Zhang
Zerui Li
Zhenguo Li
117
2
0
01 Apr 2023
Are Data-driven Explanations Robust against Out-of-distribution Data?
Are Data-driven Explanations Robust against Out-of-distribution Data?
Tang Li
Fengchun Qiao
Mengmeng Ma
Xiangkai Peng
OODDOOD
91
11
0
29 Mar 2023
Complementary Domain Adaptation and Generalization for Unsupervised
  Continual Domain Shift Learning
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning
Won-Yong Cho
Jinha Park
Taesup Kim
CLL
113
6
0
28 Mar 2023
Anomaly Detection under Distribution Shift
Anomaly Detection under Distribution Shift
T. Cao
Jiawen Zhu
Guansong Pang
87
28
0
24 Mar 2023
Improving Generalization with Domain Convex Game
Improving Generalization with Domain Convex Game
Fangrui Lv
Jian Liang
Shuang Li
Jinming Zhang
Di Liu
80
7
0
23 Mar 2023
Test-time Detection and Repair of Adversarial Samples via Masked
  Autoencoder
Test-time Detection and Repair of Adversarial Samples via Masked Autoencoder
Yun-Yun Tsai
Ju-Chin Chao
Albert Wen
Zhaoyuan Yang
Chengzhi Mao
Tapan Shah
Junfeng Yang
AAML
59
1
0
22 Mar 2023
Texture Learning Domain Randomization for Domain Generalized
  Segmentation
Texture Learning Domain Randomization for Domain Generalized Segmentation
Sunghwan Kim
Dae-Hwan Kim
Hoseong Kim
93
18
0
21 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation
Feature Alignment and Uniformity for Test Time Adaptation
Shuai Wang
Daoan Zhang
Zipei Yan
Jiang Zhang
Ruizhen Li
TTAOOD
86
47
0
20 Mar 2023
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