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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 / 792 papers shown
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
285
5
0
13 May 2023
Meta-Optimization for Higher Model Generalizability in Single-Image
  Depth Prediction
Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction
Cho-Ying Wu
Yiqi Zhong
Junying Wang
Ulrich Neumann
MDE
206
6
0
12 May 2023
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to
  Descendant Models
Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models
Qiufeng Wang
Xu Yang
Shuxia Lin
Jing Wang
Xin Geng
223
19
0
03 May 2023
PGrad: Learning Principal Gradients For Domain Generalization
PGrad: Learning Principal Gradients For Domain GeneralizationInternational Conference on Learning Representations (ICLR), 2023
Zhe Wang
J. E. Grigsby
Yanjun Qi
OOD
205
19
0
02 May 2023
Moderately Distributional Exploration for Domain Generalization
Moderately Distributional Exploration for Domain GeneralizationInternational Conference on Machine Learning (ICML), 2023
Ruiqi Dai
Yonggang Zhang
Zhen Fang
Bo Han
Xinmei Tian
OOD
261
24
0
27 Apr 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection
Discrepancy-Guided Reconstruction Learning for Image Forgery DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Zenan Shi
Haipeng Chen
Long Chen
Dong Zhang
229
28
0
26 Apr 2023
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation
AdaNPC: Exploring Non-Parametric Classifier for Test-Time AdaptationInternational Conference on Machine Learning (ICML), 2023
Yi-Fan Zhang
Qingsong Wen
Kexin Jin
Kun Yuan
Zhang Zhang
Liang Wang
Rong Jin
Tien-Ping Tan
TTAOOD
327
70
0
25 Apr 2023
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR
  Semantic Segmentation
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Cristiano Saltori
Aljovsa Ovsep
Elisa Ricci
Laura Leal-Taixé
319
20
0
23 Apr 2023
Picking Up Quantization Steps for Compressed Image Classification
Picking Up Quantization Steps for Compressed Image Classification
Li Ma
Peixi Peng
Guangyao Chen
Yifan Zhao
Siwei Dong
Yonghong Tian
161
4
0
21 Apr 2023
Learning Robust Visual-Semantic Embedding for Generalizable Person
  Re-identification
Learning Robust Visual-Semantic Embedding for Generalizable Person Re-identification
Suncheng Xiang
Jingsheng Gao
Mengyuan Guan
Jiacheng Ruan
Shilun Cai
Ting Liu
Xiaobo Li
Yuzhuo Fu
272
8
0
19 Apr 2023
Dual Stage Stylization Modulation for Domain Generalized Semantic
  Segmentation
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation
Gabriel Tjio
Ping Liu
C. Kwoh
Qiufeng Wang
270
0
0
18 Apr 2023
Exploring 360-Degree View of Customers for Lookalike Modeling
Exploring 360-Degree View of Customers for Lookalike ModelingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Md. Mostafizur Rahman
Daisuke Kikuta
Satyen Abrol
Yuya Hirate
Toyotaro Suzumura
Pablo S. Loyola
Takuma Ebisu
Manoj Kondapaka
161
6
0
17 Apr 2023
Leveraging sparse and shared feature activations for disentangled
  representation learning
Leveraging sparse and shared feature activations for disentangled representation learningNeural Information Processing Systems (NeurIPS), 2023
Marco Fumero
F. Wenzel
Luca Zancato
Alessandro Achille
Emanuele Rodolà
Stefano Soatto
Bernhard Schölkopf
Francesco Locatello
OODDRL
294
34
0
17 Apr 2023
CoVLR: Coordinating Cross-Modal Consistency and Intra-Modal Structure for Vision-Language Retrieval
Yang Yang
Zhongtian Fu
Xiangyu Wu
Wenjie Li
VLM
213
1
0
15 Apr 2023
Frequency Decomposition to Tap the Potential of Single Domain for
  Generalization
Frequency Decomposition to Tap the Potential of Single Domain for GeneralizationBritish Machine Vision Conference (BMVC), 2023
Qing-sheng Yang
Hongjing Niu
Pengfei Xia
Wei Zhang
Bin Li
OOD
160
1
0
14 Apr 2023
Noisy Correspondence Learning with Meta Similarity Correction
Noisy Correspondence Learning with Meta Similarity CorrectionComputer Vision and Pattern Recognition (CVPR), 2023
Haocheng Han
Kaiyao Miao
Qinghua Zheng
Minnan Luo
301
47
0
13 Apr 2023
APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot
  Remote Sensing Image Generalization using CLIP
APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP
Mainak Singha
Ankit Jha
Bhupendra S. Solanki
Shirsha Bose
Biplab Banerjee
VLM
186
43
0
12 Apr 2023
Semantic-Aware Mixup for Domain Generalization
Semantic-Aware Mixup for Domain GeneralizationIEEE International Joint Conference on Neural Network (IJCNN), 2023
C. Xu
Xinmei Tian
AAML
157
3
0
12 Apr 2023
Improved Test-Time Adaptation for Domain Generalization
Improved Test-Time Adaptation for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023
Liang Chen
Yong Zhang
Yibing Song
Ying Shan
Lingqiao Liu
TTAOOD
288
67
0
10 Apr 2023
Meta Compositional Referring Expression Segmentation
Meta Compositional Referring Expression SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Kepeng Xu
Mark He Huang
Xindi Shang
Zehuan Yuan
Ying Sun
Jun Liu
361
25
0
10 Apr 2023
Multi-view Adversarial Discriminator: Mine the Non-causal Factors for
  Object Detection in Unseen Domains
Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen DomainsComputer Vision and Pattern Recognition (CVPR), 2023
Min Xu
Lingyun Qin
Weijie Chen
Shiliang Pu
Lei Zhang
OOD
221
47
0
06 Apr 2023
ERM++: An Improved Baseline for Domain Generalization
ERM++: An Improved Baseline for Domain GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Piotr Teterwak
Kuniaki Saito
Theodoros Tsiligkaridis
Kate Saenko
Bryan A. Plummer
OOD
293
14
0
04 Apr 2023
Randomized Adversarial Style Perturbations for Domain Generalization
Randomized Adversarial Style Perturbations for Domain GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Taehoon Kim
Bohyung Han
AAML
197
5
0
04 Apr 2023
EPVT: Environment-aware Prompt Vision Transformer for Domain
  Generalization in Skin Lesion Recognition
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion RecognitionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Siyuan Yan
Chih-Chen Liu
Zhen Yu
Lie Ju
Dwarikanath Mahapatrainst
Victoria Mar
Monika Janda
Peter Soyer
Z. Ge
ViTMedImVLM
352
14
0
04 Apr 2023
CNNs with Multi-Level Attention for Domain Generalization
CNNs with Multi-Level Attention for Domain GeneralizationInternational Conference on Multimedia Retrieval (ICMR), 2023
Aristotelis Ballas
Christos Diou
OOD
259
6
0
02 Apr 2023
Simple Domain Generalization Methods are Strong Baselines for Open
  Domain Generalization
Simple Domain Generalization Methods are Strong Baselines for Open Domain GeneralizationIEEE International Joint Conference on Neural Network (IJCNN), 2023
Masashi Noguchi
Shinichi Shirakawa
VLMAI4CE
138
7
0
31 Mar 2023
Are Data-driven Explanations Robust against Out-of-distribution Data?
Are Data-driven Explanations Robust against Out-of-distribution Data?Computer Vision and Pattern Recognition (CVPR), 2023
Tang Li
Fengchun Qiao
Mengmeng Ma
Xiangkai Peng
OODDOOD
253
15
0
29 Mar 2023
Complementary Domain Adaptation and Generalization for Unsupervised
  Continual Domain Shift Learning
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift LearningIEEE International Conference on Computer Vision (ICCV), 2023
Won-Yong Cho
Jinha Park
Taesup Kim
CLL
267
11
0
28 Mar 2023
TFS-ViT: Token-Level Feature Stylization for Domain Generalization
TFS-ViT: Token-Level Feature Stylization for Domain GeneralizationPattern Recognition (Pattern Recogn.), 2023
Mehrdad Noori
Milad Cheraghalikhani
Ali Bahri
G. A. V. Hakim
David Osowiechi
Ismail Ben Ayed
Christian Desrosiers
172
22
0
28 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
A Comprehensive Survey on Test-Time Adaptation under Distribution ShiftsInternational Journal of Computer Vision (IJCV), 2023
Jian Liang
Ran He
Tien-Ping Tan
OODVLMTTA
326
389
0
27 Mar 2023
From Single-Hospital to Multi-Centre Applications: Enhancing the
  Generalisability of Deep Learning Models for Adverse Event Prediction in the
  ICU
From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU
Patrick Rockenschaub
A. Hilbert
Tabea Kossen
F. Dincklage
V. Madai
D. Frey
OOD
224
3
0
27 Mar 2023
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding
Image Quality-aware Diagnosis via Meta-knowledge Co-embeddingComputer Vision and Pattern Recognition (CVPR), 2023
Haoxuan Che
Si Chen
Haoxing Chen
200
20
0
27 Mar 2023
Fairness meets Cross-Domain Learning: a new perspective on Models and
  Metrics
Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics
Leonardo Iurada
S. Bucci
Timothy M. Hospedales
Tatiana Tommasi
220
1
0
25 Mar 2023
Robust Test-Time Adaptation in Dynamic Scenarios
Robust Test-Time Adaptation in Dynamic ScenariosComputer Vision and Pattern Recognition (CVPR), 2023
Longhui Yuan
Binhui Xie
Shuangliang Li
TTA
335
187
0
24 Mar 2023
Improving Generalization with Domain Convex Game
Improving Generalization with Domain Convex GameComputer Vision and Pattern Recognition (CVPR), 2023
Fangrui Lv
Jian Liang
Shuang Li
Jinming Zhang
Di Liu
206
8
0
23 Mar 2023
Test-time Detection and Repair of Adversarial Samples via Masked
  Autoencoder
Test-time Detection and Repair of Adversarial Samples via Masked Autoencoder
Yun-Yun Tsai
Ju-Chin Chao
Albert Wen
Zhaoyuan Yang
Chengzhi Mao
Tapan Shah
Junfeng Yang
AAML
260
3
0
22 Mar 2023
Towards Reliable Neural Machine Translation with Consistency-Aware
  Meta-Learning
Towards Reliable Neural Machine Translation with Consistency-Aware Meta-LearningAAAI Conference on Artificial Intelligence (AAAI), 2023
Rongxiang Weng
Qiang Wang
Wensen Cheng
Changfeng Zhu
Min Zhang
306
3
0
20 Mar 2023
Towards Domain Generalization for ECG and EEG Classification: Algorithms
  and Benchmarks
Towards Domain Generalization for ECG and EEG Classification: Algorithms and BenchmarksIEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
Aristotelis Ballas
Christos Diou
OOD
360
28
0
20 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation
Feature Alignment and Uniformity for Test Time AdaptationComputer Vision and Pattern Recognition (CVPR), 2023
Shuai Wang
Daoan Zhang
Zipei Yan
Jiang Zhang
Ruizhen Li
TTAOOD
313
59
0
20 Mar 2023
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-LearningComputer Vision and Pattern Recognition (CVPR), 2023
Zixuan Hu
Li Shen
Zhenyi Wang
Tongliang Liu
Chun Yuan
Dacheng Tao
390
10
0
20 Mar 2023
Confidence Attention and Generalization Enhanced Distillation for
  Continuous Video Domain Adaptation
Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation
Xiyu Wang
Yuecong Xu
Jianfei Yang
Xiaoli Li
Zhenghua Chen
TTA
215
1
0
18 Mar 2023
Sharpness-Aware Gradient Matching for Domain Generalization
Sharpness-Aware Gradient Matching for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023
Pengfei Wang
Zhaoxiang Zhang
Zhen Lei
Lei Zhang
290
146
0
18 Mar 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023
Huali Xu
Shuaifeng Zhi
Shuzhou Sun
Vishal M. Patel
Tianpeng Liu
560
27
0
15 Mar 2023
Domain Generalization via Nuclear Norm Regularization
Domain Generalization via Nuclear Norm Regularization
Zhenmei Shi
Yifei Ming
Ying Fan
Frederic Sala
Yingyu Liang
272
19
0
13 Mar 2023
Domain Generalization in Machine Learning Models for Wireless
  Communications: Concepts, State-of-the-Art, and Open Issues
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open IssuesIEEE Communications Surveys and Tutorials (COMST), 2023
Mohamed Akrout
Amal Feriani
F. Bellili
A. Mezghani
Ekram Hossain
OODAI4CE
248
50
0
13 Mar 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable
  Vision-Language Models
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language ModelsIEEE International Conference on Computer Vision (ICCV), 2023
Juncheng Li
Minghe Gao
Longhui Wei
Siliang Tang
Wenqiao Zhang
Meng Li
Wei Ji
Qi Tian
Tat-Seng Chua
Yueting Zhuang
VLMVPVLM
276
31
0
12 Mar 2023
Neuron Structure Modeling for Generalizable Remote Physiological
  Measurement
Neuron Structure Modeling for Generalizable Remote Physiological MeasurementComputer Vision and Pattern Recognition (CVPR), 2023
Hao Lu
Zitong Yu
Xuesong Niu
Yingke Chen
199
55
0
10 Mar 2023
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection
Model-Agnostic Meta-Learning for Multilingual Hate Speech DetectionIEEE Transactions on Computational Social Systems (IEEE TCSS), 2023
Rabiul Awal
Roy Ka-wei Lee
Eshaan Tanwar
Tanmay Garg
Tanmoy Chakraborty
200
35
0
04 Mar 2023
Decompose, Adjust, Compose: Effective Normalization by Playing with
  Frequency for Domain Generalization
Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023
Sangrok Lee
Jongseong Bae
Ha Young Kim
OOD
274
51
0
04 Mar 2023
Mover: Mask and Recovery based Facial Part Consistency Aware Method for
  Deepfake Video Detection
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection
Juan Hu
Xin Liao
Difei Gao
Satoshi Tsutsui
Qian Wang
Zheng Qin
Mike Zheng Shou
AAML
205
8
0
03 Mar 2023
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