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Learning to Generalize: Meta-Learning for Domain Generalization

Learning to Generalize: Meta-Learning for Domain Generalization

10 October 2017
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
    OOD
ArXiv (abs)PDFHTML

Papers citing "Learning to Generalize: Meta-Learning for Domain Generalization"

50 / 791 papers shown
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set
  Domain Generalization
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
233
35
0
18 Aug 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey
Diffusion Models for Image Restoration and Enhancement: A Comprehensive SurveyInternational Journal of Computer Vision (IJCV), 2023
Xin Li
Yulin Ren
Xin Jin
Cuiling Lan
Xingyu Wang
Wenjun Zeng
Xinchao Wang
Zhibo Chen
369
139
0
18 Aug 2023
Identity-Seeking Self-Supervised Representation Learning for
  Generalizable Person Re-identification
Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2023
Zhaopeng Dou
Zhongdao Wang
Yali Li
Shengjin Wang
230
24
0
17 Aug 2023
ADRMX: Additive Disentanglement of Domain Features with Remix Loss
ADRMX: Additive Disentanglement of Domain Features with Remix Loss
Berker Demirel
E. Aptoula
Huseyin Ozkan
72
6
0
12 Aug 2023
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain
  Generalization of 3D Semantic Segmentation
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Miaoyu Li
Yachao Zhang
Xu Ma
Yanyun Qu
Yun Fu
137
18
0
12 Aug 2023
DOMINO: Domain-invariant Hyperdimensional Classification for
  Multi-Sensor Time Series Data
DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data
Junyao Wang
Luke Chen
Mohammad Abdullah Al Faruque
183
8
0
07 Aug 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain
  Generalization
PromptStyler: Prompt-driven Style Generation for Source-free Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023
Junhyeong Cho
Gilhyun Nam
Sungyeon Kim
Hunmin Yang
Suha Kwak
VLMOODTTA
365
75
0
27 Jul 2023
METAVerse: Meta-Learning Traversability Cost Map for Off-Road Navigation
METAVerse: Meta-Learning Traversability Cost Map for Off-Road NavigationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Junwon Seo
Taekyung Kim
Seongyong Ahn
K. Kwak
220
0
0
26 Jul 2023
NormAUG: Normalization-guided Augmentation for Domain Generalization
NormAUG: Normalization-guided Augmentation for Domain GeneralizationIEEE Transactions on Image Processing (IEEE TIP), 2023
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
OOD
276
18
0
25 Jul 2023
Cross Contrasting Feature Perturbation for Domain Generalization
Cross Contrasting Feature Perturbation for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023
Chenming Li
Daoan Zhang
Wen-Fong Huang
Jiang Zhang
OOD
279
23
0
24 Jul 2023
Improving Out-of-Distribution Robustness of Classifiers via Generative
  Interpolation
Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation
Haoyue Bai
Ceyuan Yang
Yinghao Xu
Shueng-Han Gary Chan
Bolei Zhou
OODD
172
4
0
23 Jul 2023
Flatness-Aware Minimization for Domain Generalization
Flatness-Aware Minimization for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023
Xingxuan Zhang
Renzhe Xu
Han Yu
Yancheng Dong
Pengfei Tian
Peng Cu
272
35
0
20 Jul 2023
Contextual Reliability: When Different Features Matter in Different
  Contexts
Contextual Reliability: When Different Features Matter in Different ContextsInternational Conference on Machine Learning (ICML), 2023
Gaurav R. Ghosal
Amrith Rajagopal Setlur
Daniel S. Brown
Anca Dragan
Aditi Raghunathan
269
3
0
19 Jul 2023
Adversarial Bayesian Augmentation for Single-Source Domain
  Generalization
Adversarial Bayesian Augmentation for Single-Source Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023
Sheng Cheng
Tejas Gokhale
Yezhou Yang
OOD
275
27
0
18 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging:
  Recent advancements and future perspectives
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
S. Kumari
Pravendra Singh
OOD
275
48
0
18 Jul 2023
DISPEL: Domain Generalization via Domain-Specific Liberating
DISPEL: Domain Generalization via Domain-Specific Liberating
Chia-Yuan Chang
Yu-Neng Chuang
Guanchu Wang
Mengnan Du
Zou Na
138
6
0
14 Jul 2023
A Causal Framework to Unify Common Domain Generalization Approaches
A Causal Framework to Unify Common Domain Generalization Approaches
Ningyu Zhang
Kaican Li
Han Gao
Weiyan Xie
Zhi Lin
Hao Sun
Luning Wang
Yongxiang Huang
FedMLOODAI4CE
232
3
0
13 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review
Advances and Challenges in Meta-Learning: A Technical ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Anna Vettoruzzo
Mohamed-Rafik Bouguelia
Joaquin Vanschoren
Thorsteinn Rögnvaldsson
K. Santosh
OffRL
235
184
0
10 Jul 2023
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Sameer Ambekar
Zehao Xiao
Jiayi Shen
Xiantong Zhen
Cees G. M. Snoek
BDLOOD
346
2
0
08 Jul 2023
Learning to Augment: Hallucinating Data for Domain Generalized
  Segmentation
Learning to Augment: Hallucinating Data for Domain Generalized Segmentation
Qiyu Sun
Pavlo Melnyk
Michael Felsberg
Yang Tang
316
0
0
04 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain
  Generalization
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain GeneralizationInternational Journal of Computer Vision (IJCV), 2023
Yumeng Li
Dan Zhang
Margret Keuper
Anna Khoreva
299
12
0
02 Jul 2023
Deep Angiogram: Trivializing Retinal Vessel Segmentation
Deep Angiogram: Trivializing Retinal Vessel Segmentation
Dewei Hu
Xing Yao
Jiacheng Wang
Yuankai K. Tao
I. Oguz
MedIm
175
2
0
01 Jul 2023
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via
  Shape-Aware Representation
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation
Dewei Hu
Hao Li
Han Liu
Xing Yao
Jiacheng Wang
I. Oguz
MedIm
157
0
0
01 Jul 2023
Elastically-Constrained Meta-Learner for Federated Learning
Elastically-Constrained Meta-Learner for Federated Learning
Peng Lan
Donglai Chen
Chong Xie
Keshu Chen
Jinyuan He
Juntao Zhang
Yonghong Chen
Yan Xu
FedML
270
2
0
29 Jun 2023
3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and
  Multi-Dialect Corpus for Speech Representation Disentanglement
3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement
Siqi Zheng
Luyao Cheng
Yafeng Chen
Haibo Wang
Qian Chen
167
24
0
27 Jun 2023
Shape Guided Gradient Voting for Domain Generalization
Shape Guided Gradient Voting for Domain Generalization
Jiaqi Xu
Yuwang Wang
Xuejin Chen
193
0
0
19 Jun 2023
Stochastic Re-weighted Gradient Descent via Distributionally Robust
  Optimization
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization
Ramnath Kumar
Kushal Majmundar
Dheeraj M. Nagaraj
A. Suggala
ODL
408
7
0
15 Jun 2023
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and DetectionInternational Conference on Machine Learning (ICML), 2023
Haoyue Bai
Gregory H. Canal
Xuefeng Du
Jeongyeol Kwon
Robert D. Nowak
Shouqing Yang
OODD
312
61
0
15 Jun 2023
What can a cook in Italy teach a mechanic in India? Action Recognition
  Generalisation Over Scenarios and Locations
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and LocationsIEEE International Conference on Computer Vision (ICCV), 2023
Chiara Plizzari
Toby Perrett
Barbara Caputo
Dima Damen
EgoV
368
20
0
14 Jun 2023
Distribution Shift Inversion for Out-of-Distribution Prediction
Distribution Shift Inversion for Out-of-Distribution PredictionComputer Vision and Pattern Recognition (CVPR), 2023
Runpeng Yu
Songhua Liu
Xingyi Yang
Xinchao Wang
OODD
187
26
0
14 Jun 2023
Adaptive Contextual Perception: How to Generalize to New Backgrounds and
  Ambiguous Objects
Adaptive Contextual Perception: How to Generalize to New Backgrounds and Ambiguous ObjectsNeural Information Processing Systems (NeurIPS), 2023
Zhuofan Ying
Peter Hase
Joey Tianyi Zhou
347
1
0
09 Jun 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain
  Generalization
Test-Time Style Shifting: Handling Arbitrary Styles in Domain GeneralizationInternational Conference on Machine Learning (ICML), 2023
Jun-Gyu Park
Dong-Jun Han
Soyeong Kim
Jaekyun Moon
OODTTA
256
15
0
08 Jun 2023
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and
  Generalization
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and GeneralizationInternational Conference on Learning Representations (ICLR), 2023
Zichen Liu
Chris Xing Tian
Haoliang Li
Lei Ma
Shiqi Wang
UQCV
325
24
0
05 Jun 2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain
  Generalization
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain GeneralizationInternational Conference on Machine Learning (ICML), 2023
Yimeng Chen
Tianyang Hu
Fengwei Zhou
Zhenguo Li
Zhiming Ma
157
13
0
05 Jun 2023
Federated Domain Generalization: A Survey
Federated Domain Generalization: A SurveyProceedings of the IEEE (Proc. IEEE), 2023
Ying Li
Xingwei Wang
Rongfei Zeng
Praveen Kumar Donta
Ilir Murturi
Min Huang
Schahram Dustdar
OODFedMLAI4CE
345
44
0
02 Jun 2023
Domain Generalization for Domain-Linked Classes
Domain Generalization for Domain-Linked Classes
Kimathi Kaai
Saad Hossain
Sirisha Rambhatla
OODAI4CE
146
1
0
01 Jun 2023
What is Essential for Unseen Goal Generalization of Offline
  Goal-conditioned RL?
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?International Conference on Machine Learning (ICML), 2023
Rui Yang
Yong Lin
Xiaoteng Ma
Haotian Hu
Chongjie Zhang
Tong Zhang
OffRL
227
33
0
30 May 2023
CNN Feature Map Augmentation for Single-Source Domain Generalization
CNN Feature Map Augmentation for Single-Source Domain GeneralizationInternational Conference on Big Data Computing Service and Applications (ICBDCSA), 2023
Aristotelis Ballas
Christos Diou
OOD
327
4
0
26 May 2023
Rectifying Group Irregularities in Explanations for Distribution Shift
Rectifying Group Irregularities in Explanations for Distribution Shift
Adam Stein
Yinjun Wu
Eric Wong
Mayur Naik
282
1
0
25 May 2023
Quantitatively Measuring and Contrastively Exploring Heterogeneity for
  Domain Generalization
Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain GeneralizationKnowledge Discovery and Data Mining (KDD), 2023
Yunze Tong
Junkun Yuan
Min Zhang
Di-hua Zhu
Keli Zhang
Leilei Gan
Kun Kuang
241
11
0
25 May 2023
Generalizable Low-Resource Activity Recognition with Diverse and
  Discriminative Representation Learning
Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation LearningKnowledge Discovery and Data Mining (KDD), 2023
Xin Qin
Yongfeng Zhang
Shuo Ma
Wang Lu
Yongchun Zhu
Xingxu Xie
Yiqiang Chen
AI4TS
254
25
0
25 May 2023
Meta Adaptive Task Sampling for Few-Domain Generalization
Meta Adaptive Task Sampling for Few-Domain Generalization
Zheyan Shen
Han Yu
Peng Cui
Tianyu Wang
Xingxuan Zhang
Linjun Zhou
Furui Liu
OOD
115
1
0
25 May 2023
Rethinking the Evaluation Protocol of Domain Generalization
Rethinking the Evaluation Protocol of Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023
Han Yu
Xingxuan Zhang
Renzhe Xu
Tianyu Wang
Yue He
Peng Cui
OOD
329
18
0
24 May 2023
Meta-learning For Vision-and-language Cross-lingual Transfer
Meta-learning For Vision-and-language Cross-lingual Transfer
Hanxu Hu
Frank Keller
VLM
144
4
0
24 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic
  Segmentation
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023
Haochen Wang
Yujun Shen
Jingjing Fei
Wei Li
Liwei Wu
Yuxi Wang
Zhaoxiang Zhang
OOD
225
11
0
23 May 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations
POEM: Polarization of Embeddings for Domain-Invariant RepresentationsAAAI Conference on Artificial Intelligence (AAAI), 2023
Sang-Yeong Jo
Sung Whan Yoon
166
18
0
22 May 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized
  Semantic Segmentation
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Jian Ding
Nan Xue
Guisong Xia
Bernt Schiele
Dengxin Dai
ViT
189
51
0
22 May 2023
Single Domain Dynamic Generalization for Iris Presentation Attack
  Detection
Single Domain Dynamic Generalization for Iris Presentation Attack DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yachun Li
Jingjing Wang
Yuhui Chen
Di Xiey
Shiliang Pu
236
4
0
22 May 2023
SFP: Spurious Feature-targeted Pruning for Out-of-Distribution
  Generalization
SFP: Spurious Feature-targeted Pruning for Out-of-Distribution GeneralizationACM Multimedia (ACM MM), 2023
Yingchun Wang
Jingcai Guo
Yi Liu
Song Guo
Weizhan Zhang
Xiangyong Cao
Qinghua Zheng
AAMLOODD
293
9
0
19 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for
  Meta-Learning
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning
Jun Shu
Xiang Yuan
Deyu Meng
Zongben Xu
283
5
0
13 May 2023
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