ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2103.03097
  4. Cited By
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
Generalizability of Adversarial Robustness Under Distribution Shifts
Generalizability of Adversarial Robustness Under Distribution Shifts
Kumail Alhamoud
Hasan Hammoud
Motasem Alfarra
Guohao Li
OOD
337
12
0
29 Sep 2022
A Comprehensive Review of Trends, Applications and Challenges In
  Out-of-Distribution Detection
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection
Navid Ghassemi
E. F. Ersi
AAMLOODD
218
7
0
26 Sep 2022
Meta-Learning a Cross-lingual Manifold for Semantic Parsing
Meta-Learning a Cross-lingual Manifold for Semantic ParsingTransactions of the Association for Computational Linguistics (TACL), 2022
Tom Sherborne
Mirella Lapata
328
13
0
26 Sep 2022
Quantile-constrained Wasserstein projections for robust interpretability
  of numerical and machine learning models
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning modelsElectronic Journal of Statistics (EJS), 2022
Marouane Il Idrissi
Nicolas Bousquet
Fabrice Gamboa
Bertrand Iooss
Jean-Michel Loubes
254
6
0
23 Sep 2022
AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen
  Environment via Domain Generalization
AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen Environment via Domain GeneralizationIEEE Transactions on Mobile Computing (IEEE TMC), 2022
Dazhuo Wang
Jianfei Yang
Wei Cui
Lihua Xie
S. Sun
165
55
0
21 Sep 2022
Generalizing through Forgetting -- Domain Generalization for Symptom
  Event Extraction in Clinical Notes
Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes
Sitong Zhou
K. Lybarger
Meliha Yetisgen-Yildiz
Mari Ostendorf
253
2
0
20 Sep 2022
Bootstrap Generalization Ability from Loss Landscape Perspective
Bootstrap Generalization Ability from Loss Landscape Perspective
Huanran Chen
Shitong Shao
Ziyi Wang
Zirui Shang
Jin Chen
Xiaofeng Ji
Xinxiao Wu
OOD
323
22
0
18 Sep 2022
Out-of-Distribution Representation Learning for Time Series
  Classification
Out-of-Distribution Representation Learning for Time Series ClassificationInternational Conference on Learning Representations (ICLR), 2022
Wang Lu
Yongfeng Zhang
Xinwei Sun
Yiqiang Chen
Xingxu Xie
OODDOOD
279
56
0
15 Sep 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge
Segmenting Known Objects and Unseen Unknowns without Prior KnowledgeIEEE International Conference on Computer Vision (ICCV), 2022
Stefano Gasperini
Alvaro Marcos-Ramiro
Michael Schmidt
Nassir Navab
Benjamin Busam
F. Tombari
327
10
0
12 Sep 2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by
  Self-supervised Learning
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning
Peizhuo Lv
Pan Li
Shenchen Zhu
Shengzhi Zhang
Kai Chen
...
Fan Xiang
Yuling Cai
Hualong Ma
Yingjun Zhang
Guozhu Meng
AAML
223
10
0
08 Sep 2022
Language-aware Domain Generalization Network for Cross-Scene
  Hyperspectral Image Classification
Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Yuxiang Zhang
Mengmeng Zhang
Wei Li
Shuai Wang
Ran Tao
VLM
306
137
0
06 Sep 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral
  Image Classification
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image ClassificationIEEE Transactions on Image Processing (IEEE TIP), 2022
Yuxiang Zhang
Wei Li
Weidong Sun
Ran Tao
Qian Du
247
264
0
04 Sep 2022
Generalization in Neural Networks: A Broad Survey
Generalization in Neural Networks: A Broad SurveyNeurocomputing (Neurocomputing), 2022
Chris Rohlfs
OODAI4CE
279
19
0
04 Sep 2022
Towards Optimization and Model Selection for Domain Generalization: A
  Mixup-guided Solution
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution
Wang Lu
Yongfeng Zhang
Yidong Wang
Xingxu Xie
OOD
306
7
0
01 Sep 2022
Shortcut Learning of Large Language Models in Natural Language
  Understanding
Shortcut Learning of Large Language Models in Natural Language UnderstandingCommunications of the ACM (CACM), 2022
Mengnan Du
Fengxiang He
Na Zou
Dacheng Tao
Helen Zhou
KELMOffRL
403
110
0
25 Aug 2022
Meta-Causal Feature Learning for Out-of-Distribution Generalization
Meta-Causal Feature Learning for Out-of-Distribution Generalization
Yuqing Wang
Xiangxian Li
Zhuang Qi
Jingyu Li
Xuelong Li
Xiangxu Meng
Lei Meng
OODOODDBDL
347
32
0
22 Aug 2022
Transfer Ranking in Finance: Applications to Cross-Sectional Momentum
  with Data Scarcity
Transfer Ranking in Finance: Applications to Cross-Sectional Momentum with Data ScarcitySocial Science Research Network (SSRN), 2022
Daniel Poh
Stephen J. Roberts
S. Zohren
103
8
0
21 Aug 2022
Background Invariance Testing According to Semantic Proximity
Background Invariance Testing According to Semantic Proximity
Zukang Liao
Pengfei Zhang
99
0
0
19 Aug 2022
Domain-Specific Risk Minimization for Out-of-Distribution Generalization
Domain-Specific Risk Minimization for Out-of-Distribution GeneralizationKnowledge Discovery and Data Mining (KDD), 2022
Yi-Fan Zhang
Yongfeng Zhang
Jian Liang
Zhang Zhang
Baosheng Yu
Liangdao Wang
Dacheng Tao
Xingxu Xie
OOD
434
28
0
18 Aug 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification
USB: A Unified Semi-supervised Learning Benchmark for ClassificationNeural Information Processing Systems (NeurIPS), 2022
Yidong Wang
Hao Chen
Yue Fan
Wangbin Sun
R. Tao
...
T. Shinozaki
Bernt Schiele
Yongfeng Zhang
Xingxu Xie
Yue Zhang
332
136
0
12 Aug 2022
MultiMatch: Multi-task Learning for Semi-supervised Domain
  Generalization
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
210
21
0
11 Aug 2022
Equivariant Disentangled Transformation for Domain Generalization under
  Combination Shift
Equivariant Disentangled Transformation for Domain Generalization under Combination Shift
Yivan Zhang
Yongfeng Zhang
Xingxu Xie
Masashi Sugiyama
OOD
270
1
0
03 Aug 2022
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real
  Recognition of Activities of Daily Living
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily LivingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Zdravko Marinov
David Schneider
Alina Roitberg
Rainer Stiefelhagen
VGen
209
3
0
03 Aug 2022
Joint covariate-alignment and concept-alignment: a framework for domain
  generalization
Joint covariate-alignment and concept-alignment: a framework for domain generalizationInternational Workshop on Machine Learning for Signal Processing (MLSP), 2022
Thuan Q. Nguyen
Boyang Lyu
Prakash Ishwar
matthias. scheutz
Shuchin Aeron
OOD
163
5
0
01 Aug 2022
Diversity Boosted Learning for Domain Generalization with Large Number
  of Domains
Diversity Boosted Learning for Domain Generalization with Large Number of Domains
Xinlin Leng
Xiaoying Tang
Yatao Bian
AI4CEOOD
123
0
0
28 Jul 2022
Generalizable multi-task, multi-domain deep segmentation of sparse
  pediatric imaging datasets via multi-scale contrastive regularization and
  multi-joint anatomical priors
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors
Arnaud Boutillon
Pierre-Henri Conze
C. Pons
Valérie Burdin
Bhushan S Borotikar
151
22
0
27 Jul 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image
  Segmentation
AADG: Automatic Augmentation for Domain Generalization on Retinal Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Junyan Lyu
Yiqi Zhang
Yijin Huang
Li Lin
Pujin Cheng
Xiaoying Tang
MedIm
232
65
0
27 Jul 2022
Domain-invariant Feature Exploration for Domain Generalization
Domain-invariant Feature Exploration for Domain Generalization
Wang Lu
Yongfeng Zhang
Haoliang Li
Yiqiang Chen
Xing Xie
OOD
290
119
0
25 Jul 2022
Domain Generalization for Activity Recognition via Adaptive Feature
  Fusion
Domain Generalization for Activity Recognition via Adaptive Feature FusionACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Xin Qin
Yongfeng Zhang
Yiqiang Chen
Wang Lu
Xinlong Jiang
OOD
254
50
0
21 Jul 2022
Tackling Long-Tailed Category Distribution Under Domain Shifts
Tackling Long-Tailed Category Distribution Under Domain ShiftsEuropean Conference on Computer Vision (ECCV), 2022
Xiao Gu
Yao Guo
Zeju Li
Jianing Qiu
Qianming Dou
Yuxuan Liu
Benny Lo
Guangxu Yang
OOD
184
18
0
20 Jul 2022
SVGraph: Learning Semantic Graphs from Instructional Videos
SVGraph: Learning Semantic Graphs from Instructional VideosIEEE International Conference on Multimedia Big Data (ICMBD), 2022
Madeline Chantry Schiappa
Yogesh S Rawat
238
5
0
16 Jul 2022
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable
  Network
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network
Guimei Cao
Zhanzhan Cheng
Yunlu Xu
Duo Li
Shiliang Pu
Yi Niu
Leilei Gan
CLL
213
2
0
14 Jul 2022
SFNet: Faster and Accurate Semantic Segmentation via Semantic Flow
SFNet: Faster and Accurate Semantic Segmentation via Semantic FlowInternational Journal of Computer Vision (IJCV), 2022
Xiangtai Li
Jiangning Zhang
Jianlong Wu
Guangliang Cheng
Kuiyuan Yang
Yu Tong
Dacheng Tao
SSegAI4TS
216
49
0
10 Jul 2022
Test-Time Adaptation via Self-Training with Nearest Neighbor Information
Test-Time Adaptation via Self-Training with Nearest Neighbor InformationInternational Conference on Learning Representations (ICLR), 2022
M-U Jang
Sae-Young Chung
Hye Won Chung
OODTTA
264
86
0
08 Jul 2022
RepMix: Representation Mixing for Robust Attribution of Synthesized
  Images
RepMix: Representation Mixing for Robust Attribution of Synthesized ImagesEuropean Conference on Computer Vision (ECCV), 2022
Tu Bui
Ning Yu
John Collomosse
215
43
0
05 Jul 2022
Softmax-free Linear Transformers
Softmax-free Linear TransformersInternational Journal of Computer Vision (IJCV), 2022
Jiachen Lu
Junge Zhang
Xiatian Zhu
Jianfeng Feng
Tao Xiang
Li Zhang
ViT
211
14
0
05 Jul 2022
Invariant and Transportable Representations for Anti-Causal Domain
  Shifts
Invariant and Transportable Representations for Anti-Causal Domain ShiftsNeural Information Processing Systems (NeurIPS), 2022
Yibo Jiang
Victor Veitch
OOD
314
45
0
04 Jul 2022
RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and
  Out Distribution Robustness
RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and Out Distribution Robustness
Francesco Pinto
Harry Yang
Ser-Nam Lim
Juil Sock
P. Dokania
UQCV
288
39
0
29 Jun 2022
Gated Domain Units for Multi-source Domain Generalization
Gated Domain Units for Multi-source Domain Generalization
Simon Foll
Alina Dubatovka
Eugen Ernst
Siu Lun Chau
Martin Maritsch
Patrik Okanovic
Gudrun Thater
J. M. Buhmann
Felix Wortmann
Krikamol Muandet
OOD
454
4
0
24 Jun 2022
On Certifying and Improving Generalization to Unseen Domains
On Certifying and Improving Generalization to Unseen Domains
Akshay Mehra
B. Kailkhura
Pin-Yu Chen
Jihun Hamm
OOD
227
5
0
24 Jun 2022
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
Fighting Fire with Fire: Avoiding DNN Shortcuts through PrimingInternational Conference on Machine Learning (ICML), 2022
Chuan Wen
Jianing Qian
Jierui Lin
Jiaye Teng
Dinesh Jayaraman
Yang Gao
AAML
218
21
0
22 Jun 2022
Mitigating Data Heterogeneity in Federated Learning with Data
  Augmentation
Mitigating Data Heterogeneity in Federated Learning with Data Augmentation
George Giapitzakis
Guojun Zhang
Xi Chen
Yaoliang Yu
FedML
207
34
0
20 Jun 2022
Supervision Adaptation Balancing In-distribution Generalization and
  Out-of-distribution Detection
Supervision Adaptation Balancing In-distribution Generalization and Out-of-distribution DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zhilin Zhao
LongBing Cao
Kun-Yu Lin
223
7
0
19 Jun 2022
Finding Diverse and Predictable Subgraphs for Graph Domain
  Generalization
Finding Diverse and Predictable Subgraphs for Graph Domain Generalization
Junchi Yu
Jian Liang
Xiao-Yu Zhang
OOD
200
14
0
19 Jun 2022
Camera Adaptation for Fundus-Image-Based CVD Risk Estimation
Camera Adaptation for Fundus-Image-Based CVD Risk EstimationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Zhihong Lin
Danli Shi
Donghao Zhang
Xuedong Shang
Mingguang He
Z. Ge
95
5
0
18 Jun 2022
Self-Supervised Learning for Videos: A Survey
Self-Supervised Learning for Videos: A SurveyACM Computing Surveys (ACM CSUR), 2022
Madeline Chantry Schiappa
Yogesh S Rawat
M. Shah
SSL
480
167
0
18 Jun 2022
Domain Generalization via Selective Consistency Regularization for Time
  Series Classification
Domain Generalization via Selective Consistency Regularization for Time Series ClassificationInternational Conference on Pattern Recognition (ICPR), 2022
Wenyu Zhang
Mohamed Ragab
Chuan-Sheng Foo
OODAI4TS
264
2
0
16 Jun 2022
Modeling the Data-Generating Process is Necessary for
  Out-of-Distribution Generalization
Modeling the Data-Generating Process is Necessary for Out-of-Distribution GeneralizationInternational Conference on Learning Representations (ICLR), 2022
Jivat Neet Kaur
Emre Kıcıman
Amit Sharma
UQCVOOD
308
31
0
15 Jun 2022
A Meta-Analysis of Distributionally-Robust Models
A Meta-Analysis of Distributionally-Robust Models
Ben Feuer
Ameya Joshi
Chinmay Hegde
OODVLM
135
3
0
15 Jun 2022
Semantic-Discriminative Mixup for Generalizable Sensor-based
  Cross-domain Activity Recognition
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022
Wang Lu
Yongfeng Zhang
Yiqiang Chen
Sinno Jialin Pan
Chunyu Hu
Xin Qin
196
59
0
14 Jun 2022
Previous
123...10111213
Next