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Generalizing to Unseen Domains: A Survey on Domain Generalization
v1v2v3v4v5v6v7 (latest)

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
Causal Deconfounding via Confounder Disentanglement for Dual-Target Cross-Domain Recommendation
Causal Deconfounding via Confounder Disentanglement for Dual-Target Cross-Domain Recommendation
Jiajie Zhu
Yan Wang
Feng Zhu
Zhu Sun
CML
519
2
0
17 Apr 2024
Counteracting Concept Drift by Learning with Future Malware Predictions
Counteracting Concept Drift by Learning with Future Malware Predictions
B. Bosanský
Lada Hospodkova
Michal Najman
M. Rigaki
E. Babayeva
Viliam Lisý
AAML
135
2
0
14 Apr 2024
NC-TTT: A Noise Contrastive Approach for Test-Time Training
NC-TTT: A Noise Contrastive Approach for Test-Time Training
David Osowiechi
G. A. V. Hakim
Mehrdad Noori
Milad Cheraghalikhani
Ali Bahri
Moslem Yazdanpanah
Ismail Ben Ayed
Christian Desrosiers
191
3
0
12 Apr 2024
Resolve Domain Conflicts for Generalizable Remote Physiological
  Measurement
Resolve Domain Conflicts for Generalizable Remote Physiological Measurement
Weiyu Sun
Xinyu Zhang
Hao Lu
Ying-Cong Chen
Yun Ge
Xiao-Lin Huang
Jie Yuan
Yingcong Chen
274
16
0
11 Apr 2024
Unified Language-driven Zero-shot Domain Adaptation
Unified Language-driven Zero-shot Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024
Senqiao Yang
Zhuotao Tian
Li Jiang
Jiaya Jia
246
28
0
10 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation
Unified Entropy Optimization for Open-Set Test-Time Adaptation
Zhengqing Gao
Xu-Yao Zhang
Cheng-Lin Liu
TTA
257
13
0
09 Apr 2024
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation
Khoi Do
Duong Nguyen
Nguyen-Hoang Tran
Viet Dung Nguyen
248
1
0
08 Apr 2024
Domain Generalisation via Imprecise Learning
Domain Generalisation via Imprecise Learning
Anurag Singh
Siu Lun Chau
S. Bouabid
Krikamol Muandet
AI4CEOOD
290
11
0
06 Apr 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of
  Robustness
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness
Shadi Alijani
Jamil Fayyad
Homayoun Najjaran
OOD
314
1
0
05 Apr 2024
Domain Generalization through Meta-Learning: A Survey
Domain Generalization through Meta-Learning: A SurveyArtificial Intelligence Review (Artif Intell Rev), 2024
Arsham Gholamzadeh Khoee
Yinan Yu
R. Feldt
AI4CEOOD
290
59
0
03 Apr 2024
Incorporating Domain Differential Equations into Graph Convolutional
  Networks to Lower Generalization Discrepancy
Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy
Yue Sun
Chao Chen
Yuesheng Xu
Sihong Xie
Rick S. Blum
Parv Venkitasubramaniam
AI4TSOOD
271
2
0
01 Apr 2024
How Can Large Language Models Enable Better Socially Assistive
  Human-Robot Interaction: A Brief Survey
How Can Large Language Models Enable Better Socially Assistive Human-Robot Interaction: A Brief Survey
Zhonghao Shi
Ellen Landrum
Amy O'Connell
Mina Kian
Leticia Pinto-Alva
Kaleen Shrestha
Xiaoyuan Zhu
Maja J. Matarić
205
10
0
01 Apr 2024
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large
  Language Models
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models
Wei He
Shichun Liu
Jun Zhao
Yiwen Ding
Yi Lu
Zhiheng Xi
Tao Gui
Tao Gui
Xuanjing Huang
183
4
0
01 Apr 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open
  Domain Generalization
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
Mainak Singha
Ankit Jha
Shirsha Bose
Ashwin Nair
Moloud Abdar
Biplab Banerjee
VLM
206
23
0
31 Mar 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay
Hyungjun Yoon
Jaehyun Kwak
Biniyam Aschalew Tolera
Gaole Dai
Mo Li
Taesik Gong
Kimin Lee
Sung-Ju Lee
SSLVLM
376
0
0
29 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization
Yunlong Tang
Yuxuan Wan
Lei Qi
Xin Geng
VLM
262
12
0
25 Mar 2024
Advancing Extrapolative Predictions of Material Properties through
  Learning to Learn
Advancing Extrapolative Predictions of Material Properties through Learning to Learn
Kohei Noda
Araki Wakiuchi
Yoshihiro Hayashi
Ryo Yoshida
AI4CE
137
0
0
25 Mar 2024
Efficiently Assemble Normalization Layers and Regularization for
  Federated Domain Generalization
Efficiently Assemble Normalization Layers and Regularization for Federated Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2024
Khiem Le-Huy
Long Ho
Cuong D. Do
Danh Le-Phuoc
Kok-Seng Wong
OODFedML
288
15
0
22 Mar 2024
DomainLab: A modular Python package for domain generalization in deep
  learning
DomainLab: A modular Python package for domain generalization in deep learning
Xudong Sun
Carla Feistner
Alexej Gossmann
George Schwarz
Rao Muhammad Umer
...
A. Gruber
Nutan Chen
Sayedali Shetab Boushehri
Florian Buettner
Carsten Marr
OOD
150
0
0
21 Mar 2024
AdaProj: Adaptively Scaled Angular Margin Subspace Projections for
  Anomalous Sound Detection with Auxiliary Classification Tasks
AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks
Kevin Wilkinghoff
107
4
0
21 Mar 2024
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image
  Reconstruction in Generalizable Medical Image Segmentation
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Haoyu Zhao
Wen-Wen Dong
Jingbo Xia
Zhou Zhao
Bo Du
Yongchao Xu
OODMedIm
337
8
0
18 Mar 2024
Just Say the Name: Online Continual Learning with Category Names Only
  via Data Generation
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation
Minhyuk Seo
Diganta Misra
Seongwon Cho
Minjae Lee
Jonghyun Choi
CLL
361
12
0
16 Mar 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers
Haoyang Liu
Aditya Singh
Yijiang Li
Haohan Wang
AAMLViT
351
1
0
15 Mar 2024
Machine Learning Techniques for Sensor-based Human Activity Recognition
  with Data Heterogeneity -- A Review
Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A ReviewItalian National Conference on Sensors (INS), 2024
Xiaozhou Ye
Kouichi Sakurai
Nirmal Nair
Kevin I-Kai Wang
220
27
0
12 Mar 2024
Proxy Methods for Domain Adaptation
Proxy Methods for Domain AdaptationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Katherine Tsai
Stephen Pfohl
Olawale Salaudeen
Nicole Chiou
Matt J. Kusner
Alexander DÁmour
Oluwasanmi Koyejo
Arthur Gretton
OOD
269
7
0
12 Mar 2024
Unknown Domain Inconsistency Minimization for Domain Generalization
Unknown Domain Inconsistency Minimization for Domain GeneralizationInternational Conference on Learning Representations (ICLR), 2024
Seungjae Shin
Heesun Bae
Byeonghu Na
Yoon-Yeong Kim
Il-Chul Moon
270
5
0
12 Mar 2024
Pre-Trained Model Recommendation for Downstream Fine-tuning
Pre-Trained Model Recommendation for Downstream Fine-tuning
Jiameng Bai
Sai Wu
Mingli Song
Junbo Zhao
Gang Chen
318
5
0
11 Mar 2024
Domain Adversarial Active Learning for Domain Generalization
  Classification
Domain Adversarial Active Learning for Domain Generalization ClassificationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Jianting Chen
Ling Ding
Yunxiao Yang
Zaiyuan Di
Yang Xiang
OOD
221
5
0
10 Mar 2024
Semantic Feature Learning for Universal Unsupervised Cross-Domain
  Retrieval
Semantic Feature Learning for Universal Unsupervised Cross-Domain RetrievalNeural Information Processing Systems (NeurIPS), 2024
Lixu Wang
Xinyu Du
Qi Zhu
240
0
0
08 Mar 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization
  via Extrapolation
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation
Yijiang Li
Sucheng Ren
Weipeng Deng
Yuzhi Xu
Ying Gao
Edith C.H. Ngai
Haohan Wang
OOD
284
5
0
08 Mar 2024
HeteroSwitch: Characterizing and Taming System-Induced Data
  Heterogeneity in Federated Learning
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning
Gyudong Kim
Mehdi Ghasemi
Soroush Heidari
Seungryong Kim
Young Geun Kim
S. Vrudhula
Carole-Jean Wu
302
3
0
07 Mar 2024
On-device Self-supervised Learning of Visual Perception Tasks aboard
  Hardware-limited Nano-quadrotors
On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors
Elia Cereda
Manuele Rusci
Alessandro Giusti
Daniele Palossi
190
4
0
06 Mar 2024
Learning Invariant Representations of Graph Neural Networks via Cluster
  Generalization
Learning Invariant Representations of Graph Neural Networks via Cluster Generalization
Donglin Xia
Xiao Wang
Nian Liu
Chuan Shi
235
18
0
06 Mar 2024
A Survey on Evaluation of Out-of-Distribution Generalization
A Survey on Evaluation of Out-of-Distribution Generalization
Han Yu
Tianyu Wang
Xingxuan Zhang
Jiayun Wu
Peng Cui
OOD
318
21
0
04 Mar 2024
Closing the AI generalization gap by adjusting for dermatology condition
  distribution differences across clinical settings
Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings
R. Rikhye
Aaron Loh
G. Hong
Preeti Singh
M. A. Smith
...
P. Bui
Yuan Liu
Yao Xiao
Justin M. Ko
Steven Lin
131
1
0
23 Feb 2024
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction
  Denoising via Denoising Diffusion
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion
Xueyi Liu
Li Yi
DiffM
281
31
0
22 Feb 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment
  Analysis
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis
Siyin Wang
Jie Zhou
Qin Chen
Tao Gui
Tao Gui
Xuanjing Huang
OODTTA
205
3
0
22 Feb 2024
Causal hybrid modeling with double machine learning
Causal hybrid modeling with double machine learning
Kai-Hendrik Cohrs
Gherardo Varando
Nuno Carvalhais
Markus Reichstein
Gustau Camps-Valls
433
16
0
20 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A
  Cross-Field Perspective
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective
Jeng-Lin Li
Chih-Fan Hsu
Ming-Ching Chang
Wei-Chao Chen
OOD
244
2
0
20 Feb 2024
The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning
The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning
Wenqian Ye
Luyang Jiang
Xu Cao
Guangtao Zheng
Yunsheng Ma
...
Huang
Ziran Wang
James M. Rehg
Henry Kautz
Andrew Gordon Wilson
OODAAMLCML
539
58
0
20 Feb 2024
A synthetic data approach for domain generalization of NLI models
A synthetic data approach for domain generalization of NLI models
Mohammad Javad Hosseini
Andrey Petrov
Alex Fabrikant
Annie Louis
SyDa
269
17
0
19 Feb 2024
Robust agents learn causal world models
Robust agents learn causal world models
Jonathan G. Richens
Tom Everitt
OOD
516
63
0
16 Feb 2024
Generalizing across Temporal Domains with Koopman Operators
Generalizing across Temporal Domains with Koopman Operators
Qiuhao Zeng
Wei Wang
Fan Zhou
Gezheng Xu
Ruizhi Pu
Changjian Shui
Christian Gagné
Shichun Yang
Boyu Wang
Charles Ling
OODAI4CE
199
12
0
12 Feb 2024
HYPO: Hyperspherical Out-of-Distribution Generalization
HYPO: Hyperspherical Out-of-Distribution Generalization
Yifei Ming
Haoyue Bai
Julian Katz-Samuels
Yixuan Li
OODDOOD
339
13
0
12 Feb 2024
Multisource Semisupervised Adversarial Domain Generalization Network for
  Cross-Scene Sea-Land Clutter Classification
Multisource Semisupervised Adversarial Domain Generalization Network for Cross-Scene Sea-Land Clutter Classification
Xiaoxuan Zhang
Quan Pan
Salvador Garcia
118
1
0
09 Feb 2024
Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization
  for Enhanced Time Series Forecasting
Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting
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Tian Zhou
Chao Chen
Liang Sun
Yi Qian
Rong Jin
AI4TS
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A Survey on Domain Generalization for Medical Image Analysis
Ziwei Niu
Shuyi Ouyang
Shiao Xie
Yen-wei Chen
Lanfen Lin
OODLM&MA
252
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0
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Phase-driven Domain Generalizable Learning for Nonstationary Time Series
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Lixu Wang
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Phrase Grounding-based Style Transfer for Single-Domain Generalized
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Credal Learning Theory
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441
20
0
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