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1910.13580
Cited By
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
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
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Nikita Jangid
Shounak Das
Amit Sethi
FedML
30
0
0
10 Jun 2025
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
Piyush Tiwary
Kinjawl Bhattacharyya
Prathosh A.P.
MedIm
64
0
0
26 May 2025
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
Yikang Wei
70
0
0
15 May 2025
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
Shuai Gong
C. Cui
Xiaolin Dong
Xiushan Nie
Lei Zhu
Xiaojun Chang
FedML
MoE
117
0
0
29 Apr 2025
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
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
Hariseetharam Gunduboina
Muhammad Haris Khan
Biplab Banerjee
VLM
94
0
0
23 Apr 2025
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
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
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
Shuaicheng Niu
Guohao Chen
P. Zhao
Tianyi Wang
Pengcheng Wu
Zhiqi Shen
ViT
TTA
136
0
0
10 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation
Sohyun Lee
N. Kim
Juwon Kang
Seong Joon Oh
Suha Kwak
OOD
TTA
199
0
0
07 Apr 2025
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
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
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
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
99
1
0
23 Mar 2025
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
Aristotelis Ballas
Christos Diou
OOD
620
2
0
27 Feb 2025
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
Zixi Wang
Yubo Huang
470
0
0
31 Jan 2025
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
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
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
Jaehyun Choi
Junwon Ko
Dong-Jae Lee
Junmo Kim
VLM
120
1
0
03 Dec 2024
MLDGG: Meta-Learning for Domain Generalization on Graphs
Q. Tian
Chen Zhao
Minglai Shao
Wenjun Wang
Yujie Lin
Dong Li
OOD
AI4CE
155
1
0
19 Nov 2024
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
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
Qiaowei Miao
Yawei Luo
Yi Yang
OOD
OODD
69
1
0
13 Sep 2024
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
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
Chamuditha Jayanaga Galappaththige
Zachary Izzo
Xilin He
Honglu Zhou
Muhammad Haris Khan
95
3
0
04 Sep 2024
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
Shuran Ma
Weiying Xie
Daixun Li
Haowei Li
Yunsong Li
OOD
FedML
83
1
0
27 Jul 2024
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
Ahmed Radwan
Mohamed S. Shehata
FedML
80
0
0
20 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation
Kien X. Nguyen
Fengchun Qiao
Xi Peng
TTA
CLL
VLM
76
1
0
17 Jul 2024
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
Gaojie Jin
Ronghui Mu
Xinping Yi
Xiaowei Huang
Lijun Zhang
164
0
0
01 Jul 2024
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?
Yinghao Li
Siyu Miao
Heyan Huang
Yang Gao
87
4
0
21 Jun 2024
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
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
Songhua Liu
Xin Jin
Xingyi Yang
Jingwen Ye
Xinchao Wang
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167
1
0
01 Jun 2024
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
Zekun Cai
Guangji Bai
Renhe Jiang
Xuan Song
Liang Zhao
82
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25 May 2024
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
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23 May 2024
Quantile Activation: Correcting a Failure Mode of ML Models
Aditya Challa
Sravan Danda
Laurent Najman
Snehanshu Saha
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83
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19 May 2024
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