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Generalizing to Unseen Domains: A Survey on Domain Generalization
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Generalizing to Unseen Domains: A Survey on Domain Generalization

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
2 March 2021
Yongfeng Zhang
Cuiling Lan
Yu Xie
Yidong Ouyang
Tao Qin
Wang Lu
Yiqiang Chen
Wenjun Zeng
Philip S. Yu
    OOD
ArXiv (abs)PDFHTML

Papers citing "Generalizing to Unseen Domains: A Survey on Domain Generalization"

50 / 637 papers shown
Temp-SCONE: A Novel Out-of-Distribution Detection and Domain Generalization Framework for Wild Data with Temporal Shift
Temp-SCONE: A Novel Out-of-Distribution Detection and Domain Generalization Framework for Wild Data with Temporal Shift
Aditi Naiknaware
Sanchit Singh
Hajar Homayouni
Salimeh Sekeh
OOD
128
0
0
04 Dec 2025
Active Visual Perception: Opportunities and Challenges
Active Visual Perception: Opportunities and Challenges
Yian Li
Xiaoyu Guo
Hao Zhang
Shuiwang Li
Xiaowei Dai
107
0
0
03 Dec 2025
Directed evolution algorithm drives neural prediction
Yanlin Wang
Nancy M Young
Patrick C M Wong
131
0
0
01 Dec 2025
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Franz Thaler
M. Urschler
Mateusz Kozinski
M. Gsell
Gernot Plank
Darko Štern
OODMedIm
302
0
0
01 Dec 2025
Building Trustworthy AI for Materials Discovery: From Autonomous Laboratories to Z-scores
Building Trustworthy AI for Materials Discovery: From Autonomous Laboratories to Z-scores
Benhour Amirian
Ashley S. Dale
Sergei Kalinin
Jason Hattrick-Simpers
93
0
0
30 Nov 2025
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
Susmit Agrawal
Krishn Vishwas Kher
Saksham Mittal
Swarnim Maheshwari
Vineeth N. Balasubramanian
CLL
155
0
0
30 Nov 2025
Towards a Foundation Model for Partial Differential Equations Across Physics Domains
Towards a Foundation Model for Partial Differential Equations Across Physics Domains
Eduardo Soares
E. V. Brazil
Victor Shirasuna
Breno W. S. R. de Carvalho
Cristiano Malossi
AI4CE
107
0
0
26 Nov 2025
Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization
Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization
X. Wang
Zhangtao Cheng
Ting Zhong
Leiting Chen
Fan Zhou
98
0
0
25 Nov 2025
The Finer the Better: Towards Granular-aware Open-set Domain Generalization
The Finer the Better: Towards Granular-aware Open-set Domain Generalization
Yunyun Wang
Zheng Duan
Xinyue Liao
Ke-Jia Chen
Songcan Chen
BDLVLM
261
0
0
21 Nov 2025
GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction
GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction
Shiyuan Luo
Chonghao Qiu
Runlong Yu
Yiqun Xie
Xiaowei Jia
AI4TS
106
1
0
17 Nov 2025
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
Xi Xiao
Zhuxuanzi Wang
Mingqiao Mo
Chen Liu
Chenrui Ma
Yanshu Li
Smita Krishnaswamy
Xiao Wang
Tianyang Wang
139
1
0
16 Nov 2025
When Bias Pretends to Be Truth: How Spurious Correlations Undermine Hallucination Detection in LLMs
When Bias Pretends to Be Truth: How Spurious Correlations Undermine Hallucination Detection in LLMs
Shaowen Wang
Yiqi Dong
Ruinian Chang
Tansheng Zhu
Yuebo Sun
Kaifeng Lyu
Jian Li
HILM
324
0
0
10 Nov 2025
HyFormer-Net: A Synergistic CNN-Transformer with Interpretable Multi-Scale Fusion for Breast Lesion Segmentation and Classification in Ultrasound Images
HyFormer-Net: A Synergistic CNN-Transformer with Interpretable Multi-Scale Fusion for Breast Lesion Segmentation and Classification in Ultrasound Images
Mohammad Amanour Rahman
ViTMedIm
127
0
0
02 Nov 2025
Aggregation Hides Out-of-Distribution Generalization Failures from Spurious Correlations
Aggregation Hides Out-of-Distribution Generalization Failures from Spurious Correlations
Olawale Salaudeen
Haoran Zhang
Mingyu Lu
Sara Beery
Marzyeh Ghassemi
OODD
353
0
0
28 Oct 2025
AdvBlur: Adversarial Blur for Robust Diabetic Retinopathy Classification and Cross-Domain Generalization
AdvBlur: Adversarial Blur for Robust Diabetic Retinopathy Classification and Cross-Domain Generalization
Heethanjan Kanagalingam
Thenukan Pathmanathan
Mokeeshan Vathanakumar
Tharmakulasingam Mukunthan
112
0
0
28 Oct 2025
Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization
Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization
Juncheng Wang
Lei Shang
Ziqi Liu
Wang Lu
Xixu Hu
Zhe Hu
Jindong Wang
Shujun Wang
132
0
0
22 Oct 2025
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
Vaibhav Rathore
Divyam Gupta
Biplab Banerjee
127
0
0
20 Oct 2025
Domain Generalizable Continual Learning
Domain Generalizable Continual Learning
Hongwei Yan
Guanglong Sun
Zhiqi Kang
Yi Zhong
Liyuan Wang
CLLOODVLM
195
0
0
19 Oct 2025
Humanoid-inspired Causal Representation Learning for Domain Generalization
Humanoid-inspired Causal Representation Learning for Domain Generalization
Ze Tao
Jian Zhang
Haowei Li
Xianshuai Li
Yifei Peng
Xiyao Liu
Senzhang Wang
Chao Liu
Sheng Ren
Shichao Zhang
111
0
0
18 Oct 2025
Global-focal Adaptation with Information Separation for Noise-robust Transfer Fault Diagnosis
Global-focal Adaptation with Information Separation for Noise-robust Transfer Fault Diagnosis
Junyu Ren
Wensheng Gan
Guangyu Zhang
Wei Zhong
Philip S. Yu
110
0
0
16 Oct 2025
Programmatic Representation Learning with Language Models
Programmatic Representation Learning with Language Models
Gabriel Poesia
Georgia Gabriela Sampaio
87
0
0
16 Oct 2025
FML-bench: A Benchmark for Automatic ML Research Agents Highlighting the Importance of Exploration Breadth
FML-bench: A Benchmark for Automatic ML Research Agents Highlighting the Importance of Exploration Breadth
Qiran Zou
Hou Hei Lam
Wenhao Zhao
Yiming Tang
Tingting Chen
S. Yu
Tianyi Zhang
Chang Liu
X. Ji
Dianbo Liu
LLMAG
145
0
0
12 Oct 2025
Domain Generalization: A Tale of Two ERMs
Domain Generalization: A Tale of Two ERMs
Yilun Zhu
Naihao Deng
Naichen Shi
Aditya Gangrade
Clayton Scott
OOD
114
0
0
06 Oct 2025
Domain Generalization for Semantic Segmentation: A Survey
Domain Generalization for Semantic Segmentation: A Survey
Manuel Schwonberg
Hanno Gottschalk
OODAI4CE
140
1
0
03 Oct 2025
Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning
Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning
Siyang Li
Yize Chen
Yan Guo
Ming Huang
Hui Xiong
AI4CEAI4TS
113
0
0
29 Sep 2025
Generalizable Speech Deepfake Detection via Information Bottleneck Enhanced Adversarial Alignment
Generalizable Speech Deepfake Detection via Information Bottleneck Enhanced Adversarial Alignment
Pu Huang
Shouguang Wang
Siya Yao
Mengchu Zhou
131
0
0
28 Sep 2025
ResAD++: Towards Class Agnostic Anomaly Detection via Residual Feature Learning
ResAD++: Towards Class Agnostic Anomaly Detection via Residual Feature Learning
Xincheng Yao
Chao Shi
Muming Zhao
Guangtao Zhai
Chongyang Zhang
OODD
176
1
0
28 Sep 2025
POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation
POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation
Changán Yi
Xiaohui Deng
Shuaicheng Niu
Yan Zhou
152
0
0
26 Sep 2025
Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
Tan Pan
Kaiyu Guo
Dongli Xu
Zhaorui Tan
Chen Jiang
...
Xin Guo
Brian C. Lovell
Limei Han
Yuan Cheng
Mahsa Baktashmotlagh
155
0
0
19 Sep 2025
Class-Invariant Test-Time Augmentation for Domain Generalization
Class-Invariant Test-Time Augmentation for Domain Generalization
Zhicheng Lin
Xiaolin Wu
Xi Zhang
OODTTA
394
0
0
17 Sep 2025
Deceptive Risk Minimization: Out-of-Distribution Generalization by Deceiving Distribution Shift Detectors
Deceptive Risk Minimization: Out-of-Distribution Generalization by Deceiving Distribution Shift Detectors
Anirudha Majumdar
OODDOOD
204
0
0
15 Sep 2025
An Entropy-Guided Curriculum Learning Strategy for Data-Efficient Acoustic Scene Classification under Domain Shift
An Entropy-Guided Curriculum Learning Strategy for Data-Efficient Acoustic Scene Classification under Domain Shift
Peihong Zhang
Yuxuan Liu
Zhixin li
Rui Sang
Yiqiang Cai
Yizhou Tan
Shengchen Li
124
1
0
14 Sep 2025
Local Density-Based Anomaly Score Normalization for Domain Generalization
Local Density-Based Anomaly Score Normalization for Domain Generalization
Kevin Wilkinghoff
Haici Yang
Janek Ebbers
François Germain
Gordon Wichern
Jonathan Le Roux
180
1
0
13 Sep 2025
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and Explanations
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025
Gianlucca L. Zuin
Adriano Veloso
178
0
0
11 Sep 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation
ConstStyle: Robust Domain Generalization with Unified Style Transformation
Nam Duong Tran
Nam Nguyen Phuong
Hieu H. Pham
Phi Le Nguyen
My T. Thai
OOD
114
0
0
07 Sep 2025
Detecting Regional Spurious Correlations in Vision Transformers via Token Discarding
Detecting Regional Spurious Correlations in Vision Transformers via Token Discarding
Solha Kang
Esla Timothy Anzaku
W. D. Neve
Arnout Van Messem
J. Vankerschaver
Francois Rameau
Utku Ozbulak
ViT
160
0
0
04 Sep 2025
Quantization Meets OOD: Generalizable Quantization-aware Training from a Flatness Perspective
Quantization Meets OOD: Generalizable Quantization-aware Training from a Flatness Perspective
Jiacheng Jiang
Yuan Meng
Chen Tang
Han Yu
Qun Li
Zhi Wang
Wenwu Zhu
MQ
109
0
0
31 Aug 2025
One Joke to Rule them All? On the (Im)possibility of Generalizing Humor
One Joke to Rule them All? On the (Im)possibility of Generalizing Humor
Mor Turgeman
Chen Shani
Dafna Shahaf
118
0
0
26 Aug 2025
Preserving Domain Generalization in Fine-Tuning via Joint Parameter Selection
Preserving Domain Generalization in Fine-Tuning via Joint Parameter Selection
Bin Pan
Shiyu Shen
Zongbin Wang
Zhenwei Shi
Xia Xu
119
0
0
23 Aug 2025
Multi-Channel Differential Transformer for Cross-Domain Sleep Stage Classification with Heterogeneous EEG and EOG
Multi-Channel Differential Transformer for Cross-Domain Sleep Stage Classification with Heterogeneous EEG and EOG
Benjamin Wei Hao Chin
Yuin Torng Yew
Haocheng Wu
Lanxin Liang
Chow Khuen Chan
Norita Mohd Zain
Siti Balqis Samdin
Sim Kuan Goh
216
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0
21 Aug 2025
ERIS: An Energy-Guided Feature Disentanglement Framework for Out-of-Distribution Time Series Classification
ERIS: An Energy-Guided Feature Disentanglement Framework for Out-of-Distribution Time Series Classification
Xin Wu
Fei Teng
Ji Zhang
Xingwang Li
Yuxuan Liang
OODD
286
0
0
19 Aug 2025
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation
Pinci Yang
Peisong Wen
Ke Ma
Qianqian Xu
CLLTTA
251
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0
18 Aug 2025
Too Easily Fooled? Prompt Injection Breaks LLMs on Frustratingly Simple Multiple-Choice Questions
Too Easily Fooled? Prompt Injection Breaks LLMs on Frustratingly Simple Multiple-Choice Questions
Xuyang Guo
Zekai Huang
Zhao Song
Jiahao Zhang
LRM
144
3
0
16 Aug 2025
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds
Pei He
Lingling Li
Licheng Jiao
Ronghua Shang
Fang Liu
Shuang Wang
Xu Liu
Wenping Ma
3DPC3DV
129
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0
15 Aug 2025
Augmentation-based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation
Augmentation-based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation
Franz Thaler
Darko Štern
Gernot Plank
M. Urschler
OOD
170
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0
06 Aug 2025
LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation
LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation
Franz Thaler
Darko Štern
Gernot Plank
M. Urschler
127
2
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06 Aug 2025
Spatial Imputation Drives Cross-Domain Alignment for EEG Classification
Spatial Imputation Drives Cross-Domain Alignment for EEG Classification
Hongjun Liu
Chao Yao
Yalan Zhang
Xiaokun Wang
Xiaojuan Ban
109
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0
05 Aug 2025
Set Pivot Learning: Redefining Generalized Segmentation with Vision Foundation Models
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Xinhui Li
Xinyu He
Qiming Hu
Xiaojie Guo
124
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Rethink Domain Generalization in Heterogeneous Sequence MRI Segmentation
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Zheyuan Zhang
Linkai Peng
Wanying Dou
Cuiling Sun
Halil Ertugrul Aktas
Andrea Mia Bejar
Elif Keles
Gorkem Durak
Ulas Bagci
OOD
207
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Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection
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Jacopo Bono
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98
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