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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
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
Sunny Gupta
Nikita Jangid
Shounak Das
Amit Sethi
FedML
30
0
0
10 Jun 2025
UdonCare: Hierarchy Pruning for Unseen Domain Discovery in Predictive Healthcare
UdonCare: Hierarchy Pruning for Unseen Domain Discovery in Predictive Healthcare
Pengfei Hu
Xiaoxue Han
Fei Wang
Yue Ning
OOD
15
0
0
08 Jun 2025
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
Piyush Tiwary
Kinjawl Bhattacharyya
Prathosh A.P.
MedIm
64
0
0
26 May 2025
Continuous Domain Generalization
Continuous Domain Generalization
Zekun Cai
Yiheng Yao
Guangji Bai
Renhe Jiang
Xuan Song
Ryosuke Shibasaki
Liang Zhao
OOD
96
0
0
17 May 2025
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization
Yikang Wei
70
0
0
15 May 2025
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans
Jun Li
Yize Zhang
Haibo Shi
Minhong Li
Qiwei Li
Xiaohua Qian
MedIm
119
0
0
03 May 2025
Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization
Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization
Shuai Gong
C. Cui
Xiaolin Dong
Xiushan Nie
Lei Zhu
Xiaojun Chang
FedMLMoE
117
0
0
29 Apr 2025
DG-DETR: Toward Domain Generalized Detection Transformer
DG-DETR: Toward Domain Generalized Detection Transformer
Seongmin Hwang
Daeyoung Han
Moongu Jeon
ViT
107
0
0
28 Apr 2025
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation
Zihan Cheng
Jintao Guo
Junxuan Zhang
Lei Qi
Luping Zhou
Yinghuan Shi
Yang Gao
Mamba
106
1
0
24 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing
Hariseetharam Gunduboina
Muhammad Haris Khan
Biplab Banerjee
VLM
94
0
0
23 Apr 2025
Vision and Language Integration for Domain Generalization
Vision and Language Integration for Domain Generalization
Yanmei Wang
Xiyao Liu
Fupeng Chu
Zhi Han
VLM
112
0
0
17 Apr 2025
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization
Lin Zhu
Yifeng Yang
Zichao Nie
Yuan Gao
VLM
89
0
0
13 Apr 2025
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization
Qi Bi
Jingjun Yi
Hao Zheng
Haolan Zhan
Wei Ji
Yawen Huang
Yuexiang Li
OOD
101
1
0
10 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation
Self-Bootstrapping for Versatile Test-Time Adaptation
Shuaicheng Niu
Guohao Chen
P. Zhao
Tianyi Wang
Pengcheng Wu
Zhiqi Shen
ViTTTA
136
0
0
10 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation
Sohyun Lee
N. Kim
Juwon Kang
Seong Joon Oh
Suha Kwak
OODTTA
199
0
0
07 Apr 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study
Soumitri Chattopadhyay
Basar Demir
Marc Niethammer
VLM
141
0
0
28 Mar 2025
Feature Modulation for Semi-Supervised Domain Generalization without Domain Labels
Feature Modulation for Semi-Supervised Domain Generalization without Domain Labels
Venuri Amarasinghe
Asini Jayakody
Isun Randila
Kalinga Bandara
Chamuditha Jayanga Galappaththige
Ranga Rodrigo
100
0
0
26 Mar 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation
Dong Zhao
Jinlong Li
Shuang Wang
Mengyao Wu
Qi Zang
N. Sebe
Zhun Zhong
463
1
0
23 Mar 2025
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
99
1
0
23 Mar 2025
A Language Anchor-Guided Method for Robust Noisy Domain Generalization
A Language Anchor-Guided Method for Robust Noisy Domain Generalization
Zilin Dai
Lehong Wang
Fangzhou Lin
Yidong Wang
Zhigang Li
Kazunori D Yamada
Ziming Zhang
Wang Lu
421
0
0
21 Mar 2025
Gradient-Guided Annealing for Domain Generalization
Gradient-Guided Annealing for Domain Generalization
Aristotelis Ballas
Christos Diou
OOD
620
2
0
27 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts
Sameer Ambekar
Zehao Xiao
Xiantong Zhen
Cees G. M. Snoek
OOD
181
1
0
15 Feb 2025
GDO: Gradual Domain Osmosis
GDO: Gradual Domain Osmosis
Zixi Wang
Yubo Huang
470
0
0
31 Jan 2025
Attention Head Purification: A New Perspective to Harness CLIP for
  Domain Generalization
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization
Yingfan Wang
Guoliang Kang
VLM
167
1
0
10 Dec 2024
GAQAT: gradient-adaptive quantization-aware training for domain
  generalization
GAQAT: gradient-adaptive quantization-aware training for domain generalization
Jiacheng Jiang
Yuan Meng
Chen Tang
Han Yu
Qun Li
Zhi Wang
Wenwu Zhu
MQ
84
0
0
07 Dec 2024
Multisource Collaborative Domain Generalization for Cross-Scene Remote
  Sensing Image Classification
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification
Zhu Han
Ce Zhang
Lianru Gao
Zhiqiang Zeng
Michael K. Ng
Bing Zhang
J. Chanussot
150
6
0
05 Dec 2024
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation
  Model for Open Compound Domain Adaptation
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation
Jaehyun Choi
Junwon Ko
Dong-Jae Lee
Junmo Kim
VLM
120
1
0
03 Dec 2024
MLDGG: Meta-Learning for Domain Generalization on Graphs
MLDGG: Meta-Learning for Domain Generalization on Graphs
Q. Tian
Chen Zhao
Minglai Shao
Wenjun Wang
Yujie Lin
Dong Li
OODAI4CE
155
1
0
19 Nov 2024
UniDrive: Towards Universal Driving Perception Across Camera Configurations
UniDrive: Towards Universal Driving Perception Across Camera Configurations
Ye Li
Wenzhao Zheng
Xiaonan Huang
Kurt Keutzer
130
1
0
17 Oct 2024
Meta-TTT: A Meta-learning Minimax Framework For Test-Time Training
Meta-TTT: A Meta-learning Minimax Framework For Test-Time Training
Chen Tao
Li Shen
Soumik Mondal
64
0
0
02 Oct 2024
DICS: Find Domain-Invariant and Class-Specific Features for
  Out-of-Distribution Generalization
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization
Qiaowei Miao
Yawei Luo
Yi Yang
OODOODD
69
1
0
13 Sep 2024
Do Vision Foundation Models Enhance Domain Generalization in Medical
  Image Segmentation?
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?
Kerem Cekmeceli
Meva Himmetoglu
G. I. Tombak
A. Susmelj
Ertunc Erdil
E. Konukoglu
MedIm
59
3
0
12 Sep 2024
Learning in Order! A Sequential Strategy to Learn Invariant Features for
  Multimodal Sentiment Analysis
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis
Xianbing Zhao
Zhuang Li
Tao Feng
Jianfei Cai
Buzhou Tang
102
1
0
05 Sep 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain
  Generalization
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization
Chamuditha Jayanaga Galappaththige
Zachary Izzo
Xilin He
Honglu Zhou
Muhammad Haris Khan
95
3
0
04 Sep 2024
Generalizable Facial Expression Recognition
Generalizable Facial Expression Recognition
Yuhang Zhang
Xiuqi Zheng
Chenyi Liang
Jiani Hu
Weihong Deng
VLM
70
4
0
20 Aug 2024
Reducing Spurious Correlation for Federated Domain Generalization
Reducing Spurious Correlation for Federated Domain Generalization
Shuran Ma
Weiying Xie
Daixun Li
Haowei Li
Yunsong Li
OODFedML
83
1
0
27 Jul 2024
Learn to Preserve and Diversify: Parameter-Efficient Group with
  Orthogonal Regularization for Domain Generalization
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization
Jiajun Hu
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
OOD
76
6
0
21 Jul 2024
FedPartWhole: Federated domain generalization via consistent part-whole
  hierarchies
FedPartWhole: Federated domain generalization via consistent part-whole hierarchies
Ahmed Radwan
Mohamed S. Shehata
FedML
80
0
0
20 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation
Adaptive Cascading Network for Continual Test-Time Adaptation
Kien X. Nguyen
Fengchun Qiao
Xi Peng
TTACLLVLM
76
1
0
17 Jul 2024
The Devil is in the Statistics: Mitigating and Exploiting Statistics
  Difference for Generalizable Semi-supervised Medical Image Segmentation
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation
Muyang Qiu
Jian Zhang
Lei Qi
Qian Yu
Yinghuan Shi
Yang Gao
115
4
0
16 Jul 2024
Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments
Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments
Gaojie Jin
Ronghui Mu
Xinping Yi
Xiaowei Huang
Lijun Zhang
164
0
0
01 Jul 2024
Learning Modality Knowledge Alignment for Cross-Modality Transfer
Learning Modality Knowledge Alignment for Cross-Modality Transfer
Wenxuan Ma
Shuang Li
Lincan Cai
Jingxuan Kang
81
2
0
27 Jun 2024
Word Matters: What Influences Domain Adaptation in Summarization?
Word Matters: What Influences Domain Adaptation in Summarization?
Yinghao Li
Siyu Miao
Heyan Huang
Yang Gao
87
4
0
21 Jun 2024
Domain Generalization Guided by Large-Scale Pre-Trained Priors
Domain Generalization Guided by Large-Scale Pre-Trained Priors
Zongbin Wang
Bin Pan
Shiyu Shen
Tianyang Shi
Zhenwei Shi
AI4CE
123
0
0
09 Jun 2024
Domain Game: Disentangle Anatomical Feature for Single Domain
  Generalized Segmentation
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
Hao Chen
Hongrun Zhang
U. W. Chan
Rui Yin
Xiaofei Wang
Chao Li
OOD
84
1
0
04 Jun 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain
  Generalization
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization
Songhua Liu
Xin Jin
Xingyi Yang
Jingwen Ye
Xinchao Wang
OOD
167
1
0
01 Jun 2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
Ruipeng Zhang
Ziqing Fan
Jiangchao Yao
Ya Zhang
Yanfeng Wang
76
7
0
29 May 2024
Continuous Temporal Domain Generalization
Continuous Temporal Domain Generalization
Zekun Cai
Guangji Bai
Renhe Jiang
Xuan Song
Liang Zhao
82
5
0
25 May 2024
Improving Single Domain-Generalized Object Detection: A Focus on
  Diversification and Alignment
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
M. S. Danish
Muhammad Haris Khan
Muhammad Akhtar Munir
M. Sarfraz
Mohsen Ali
ObjD
97
10
0
23 May 2024
Quantile Activation: Correcting a Failure Mode of ML Models
Quantile Activation: Correcting a Failure Mode of ML Models
Aditya Challa
Sravan Danda
Laurent Najman
Snehanshu Saha
UQCV
83
0
0
19 May 2024
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