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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 / 628 papers shown
Title
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot
  Learning
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning
Fengyuan Dai
Siteng Huang
Min Zhang
Biao Gong
Donglin Wang
135
1
0
30 Aug 2024
Generalization Capabilities of Neural Cellular Automata for Medical
  Image Segmentation: A Robust and Lightweight Approach
Generalization Capabilities of Neural Cellular Automata for Medical Image Segmentation: A Robust and Lightweight Approach
Steven Korevaar
Ruwan Tennakoon
A. Bab-Hadiashar
OOD
165
0
0
28 Aug 2024
NeuralOOD: Improving Out-of-Distribution Generalization Performance with
  Brain-machine Fusion Learning Framework
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework
Shuangchen Zhao
Changde Du
Hui Li
Huiguang He
132
1
0
27 Aug 2024
Say No to Freeloader: Protecting Intellectual Property of Your Deep
  Model
Say No to Freeloader: Protecting Intellectual Property of Your Deep ModelIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Lianyu Wang
Ming Wang
Huazhu Fu
Daoqiang Zhang
229
5
0
23 Aug 2024
Dynamics of Meta-learning Representation in the Teacher-student Scenario
Dynamics of Meta-learning Representation in the Teacher-student ScenarioPhysical Review E (Phys. Rev. E), 2024
Hui Wang
Cho Tung Yip
Bo Li
240
0
0
22 Aug 2024
Robust Domain Generalization for Multi-modal Object Recognition
Robust Domain Generalization for Multi-modal Object Recognition
Yuxin Qiao
Keqin Li
Junhong Lin
Rong Wei
Chufeng Jiang
Yang Luo
Haoyu Yang
VLM
258
27
0
11 Aug 2024
CROCODILE: Causality aids RObustness via COntrastive DIsentangled
  LEarning
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning
Gianluca Carloni
Sotirios A. Tsaftaris
Sara Colantonio
OOD
198
2
0
09 Aug 2024
Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing
Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturingAdditive Manufacturing (AM), 2024
Jiarui Xie
Mutahar Safdar
Lequn Chen
Seung Ki Moon
Y. Zhao
406
11
0
09 Aug 2024
Training on the Fly: On-device Self-supervised Learning aboard
  Nano-drones within 20 mW
Training on the Fly: On-device Self-supervised Learning aboard Nano-drones within 20 mWIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024
Elia Cereda
Alessandro Giusti
Daniele Palossi
182
3
0
06 Aug 2024
Algorithm-Informed Graph Neural Networks for Leakage Detection and
  Localization in Water Distribution Networks
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks
Zepeng Zhang
Olga Fink
GNN
247
3
0
05 Aug 2024
Domain penalisation for improved Out-of-Distribution Generalisation
Domain penalisation for improved Out-of-Distribution Generalisation
Shuvam Jena
Sushmetha Sumathi Rajendran
Karthik Seemakurthy
A. Sasithradevi
M. Vijayalakshmi
Prakash Poornachari
215
0
0
03 Aug 2024
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks
Juhwan Choi
Junehyoung Kwon
Jungmin Yun
Seunguk Yu
Youngbin Kim
233
3
0
29 Jul 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay
Yongcan Yu
Lijun Sheng
Ran He
Jian Liang
TTA
239
12
0
22 Jul 2024
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for
  Covid-19 Detection
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection
D. Kollias
Anastasios Arsenos
J. Wingate
Stefanos D. Kollias
196
9
0
22 Jul 2024
CycleMix: Mixing Source Domains for Domain Generalization in
  Style-Dependent Data
CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data
Aristotelis Ballas
Christos Diou
OOD
152
0
0
18 Jul 2024
States Hidden in Hidden States: LLMs Emerge Discrete State
  Representations Implicitly
States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly
Junhao Chen
Shengding Hu
Zhiyuan Liu
Maosong Sun
LRM
151
9
0
16 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
264
6
0
16 Jul 2024
Domain Generalization for 6D Pose Estimation Through NeRF-based Image
  Synthesis
Domain Generalization for 6D Pose Estimation Through NeRF-based Image Synthesis
Antoine Legrand
Renaud Detry
Christophe De Vleeschouwer
196
3
0
15 Jul 2024
Improving Graph Out-of-distribution Generalization Beyond Causality
Improving Graph Out-of-distribution Generalization Beyond Causality
Can Xu
Yao Cheng
Jianxiang Yu
Haosen Wang
Jingsong Lv
Yao Liu
Xiang Li
OOD
386
0
0
14 Jul 2024
Seq-to-Final: A Benchmark for Tuning from Sequential Distributions to a
  Final Time Point
Seq-to-Final: A Benchmark for Tuning from Sequential Distributions to a Final Time Point
Christina X. Ji
Ahmed M. Alaa
David Sontag
OOD
202
0
0
12 Jul 2024
Disentangling Masked Autoencoders for Unsupervised Domain Generalization
Disentangling Masked Autoencoders for Unsupervised Domain Generalization
An Zhang
Han Wang
Xiang Wang
Tat-Seng Chua
162
2
0
10 Jul 2024
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional
  Diffusion Models for Domain Generalization
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization
Mehrdad Noori
Milad Cheraghalikhani
Ali Bahri
G. A. V. Hakim
David Osowiechi
Moslem Yazdanpanah
Ismail Ben Ayed
Christian Desrosiers
247
5
0
04 Jul 2024
LLM Internal States Reveal Hallucination Risk Faced With a Query
LLM Internal States Reveal Hallucination Risk Faced With a Query
Ziwei Ji
Delong Chen
Etsuko Ishii
Samuel Cahyawijaya
Yejin Bang
Bryan Wilie
Pascale Fung
HILMLRM
248
60
0
03 Jul 2024
Towards Multimodal Open-Set Domain Generalization and Adaptation through
  Self-supervision
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision
Hao Dong
Eleni Chatzi
Olga Fink
199
15
0
01 Jul 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
123
6
0
21 Jun 2024
Fine-Grained Domain Generalization with Feature Structuralization
Fine-Grained Domain Generalization with Feature Structuralization
Wenlong Yu
Dongyue Chen
Qilong Wang
Qinghua Hu
280
0
0
13 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
234
1
0
09 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation
Diffusion Features to Bridge Domain Gap for Semantic Segmentation
Yuxiang Ji
Boyong He
Chenyuan Qu
Zhuoyue Tan
Chuan Qin
Liaoni Wu
329
5
0
02 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
373
5
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
214
7
0
29 May 2024
Continuous Temporal Domain Generalization
Continuous Temporal Domain Generalization
Zekun Cai
Guangji Bai
Renhe Jiang
Xuan Song
Bo Pan
172
9
0
25 May 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of
  In-Context Learning
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning
Guanglin Zhou
Zhongyi Han
Shiming Chen
Erdun Gao
Liming Zhu
Salman Khan
Xin Gao
Lina Yao
VLM
220
7
0
20 May 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain
  Shift
Optimal Aggregation of Prediction Intervals under Unsupervised Domain ShiftNeural Information Processing Systems (NeurIPS), 2024
Jiawei Ge
Debarghya Mukherjee
Jianqing Fan
210
4
0
16 May 2024
General Place Recognition Survey: Towards Real-World Autonomy
General Place Recognition Survey: Towards Real-World Autonomy
Peng Yin
Jianhao Jiao
Shiqi Zhao
Lingyun Xu
Guoquan Huang
Howie Choset
Sebastian A. Scherer
Jianda Han
380
18
0
08 May 2024
Language-Enhanced Latent Representations for Out-of-Distribution
  Detection in Autonomous Driving
Language-Enhanced Latent Representations for Out-of-Distribution Detection in Autonomous Driving
Zhenjiang Mao
Dong-You Jhong
Ao Wang
Ivan Ruchkin
OODD
190
2
0
02 May 2024
Test-time Assessment of a Model's Performance on Unseen Domains via
  Optimal Transport
Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport
Akshay Mehra
Yunbei Zhang
Jihun Hamm
OOD
155
1
0
02 May 2024
UniGen: Universal Domain Generalization for Sentiment Classification via
  Zero-shot Dataset Generation
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation
Juhwan Choi
Yeonghwa Kim
Seunguk Yu
Jungmin Yun
Youngbin Kim
124
7
0
02 May 2024
USAT: A Universal Speaker-Adaptive Text-to-Speech Approach
USAT: A Universal Speaker-Adaptive Text-to-Speech Approach
Wenbin Wang
Yang Song
Sanjay Jha
170
16
0
28 Apr 2024
Examining the robustness of LLM evaluation to the distributional
  assumptions of benchmarks
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks
Melissa Ailem
Katerina Marazopoulou
Charlotte Siska
James Bono
304
31
0
25 Apr 2024
The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms
The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms
Fin Amin
Jung-Eun Kim
240
0
0
24 Apr 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for
  Out-of-Distribution Text Classification with Pre-trained Models
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models
Tao Feng
Zhuang Li
Zhuang Li
Haolan Zhan
Yuncheng Hua
Gholamreza Haffari
VLM
229
2
0
21 Apr 2024
DUPE: Detection Undermining via Prompt Engineering for Deepfake Text
DUPE: Detection Undermining via Prompt Engineering for Deepfake Text
James Weichert
Chinecherem Dimobi
DeLMO
142
3
0
17 Apr 2024
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
374
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
121
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
162
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
214
15
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
195
27
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
205
12
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
191
1
0
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Domain Generalisation via Imprecise Learning
Domain Generalisation via Imprecise Learning
Anurag Singh
Siu Lun Chau
S. Bouabid
Krikamol Muandet
AI4CEOOD
243
11
0
06 Apr 2024
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