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1710.03463
Cited By
Learning to Generalize: Meta-Learning for Domain Generalization
10 October 2017
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
OOD
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Papers citing
"Learning to Generalize: Meta-Learning for Domain Generalization"
41 / 791 papers shown
Generalizing to unseen domains via distribution matching
Isabela Albuquerque
João Monteiro
Mohammad Javad Darvishi Bayazi
T. Falk
Alexia Jolicoeur-Martineau
OOD
598
176
0
03 Nov 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features
Neural Information Processing Systems (NeurIPS), 2019
Qi Dou
Daniel Coelho De Castro
Konstantinos Kamnitsas
Ben Glocker
OOD
338
784
0
29 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Seanie Lee
Donggyu Kim
Jangwon Park
OOD
165
73
0
21 Oct 2019
Learning to Generalize One Sample at a Time with Self-Supervision
A. DÍnnocente
S. Bucci
Barbara Caputo
Tatiana Tommasi
SSL
OOD
199
4
0
09 Oct 2019
EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training
IEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2019
Yuqi Cui
Yifan Xu
Dongrui Wu
143
71
0
25 Sep 2019
Towards Shape Biased Unsupervised Representation Learning for Domain Generalization
Nader Asadi
Amir M. Sarfi
M. Hosseinzadeh
Zahra Karimpour
M. Eftekhari
OOD
SSL
127
26
0
18 Sep 2019
Domain-Agnostic Few-Shot Classification by Learning Disparate Modulators
Yongseok Choi
Junyoung Park
Subin Yi
D.-Y. Cho
OOD
113
0
0
11 Sep 2019
Open Compound Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2019
Ziwei Liu
Zhongqi Miao
Xingang Pan
Xiaohang Zhan
Dahua Lin
Stella X. Yu
Boqing Gong
210
140
0
08 Sep 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data
IEEE International Conference on Computer Vision (ICCV), 2019
Xiangyu Yue
Yang Zhang
Sicheng Zhao
Alberto L. Sangiovanni-Vincentelli
Kurt Keutzer
Boqing Gong
OOD
319
446
0
02 Sep 2019
Exploring Domain Shift in Extractive Text Summarization
Danqing Wang
Pengfei Liu
Ming Zhong
Jie Fu
Xipeng Qiu
Xuanjing Huang
186
37
0
30 Aug 2019
Artistic Domain Generalisation Methods are Limited by their Deep Representations
Padraig Boulton
Peter Hall
OOD
78
2
0
29 Jul 2019
Learning to Optimize Domain Specific Normalization for Domain Generalization
European Conference on Computer Vision (ECCV), 2019
Seonguk Seo
Yumin Suh
Dongwan Kim
Geeho Kim
Jongwoo Han
Bohyung Han
AI4CE
444
262
0
09 Jul 2019
Learning Robust Global Representations by Penalizing Local Predictive Power
Neural Information Processing Systems (NeurIPS), 2019
Haohan Wang
Songwei Ge
Eric Xing
Zachary Chase Lipton
OOD
691
1,191
0
29 May 2019
Dataset2Vec: Learning Dataset Meta-Features
Data mining and knowledge discovery (DMKD), 2019
H. Jomaa
Lars Schmidt-Thieme
Josif Grabocka
SSL
308
70
0
27 May 2019
DIVA: Domain Invariant Variational Autoencoders
Maximilian Ilse
Jakub M. Tomczak
Christos Louizos
Max Welling
DRL
OOD
415
227
0
24 May 2019
A Generalization Error Bound for Multi-class Domain Generalization
A. Deshmukh
Yunwen Lei
Srinagesh Sharma
Ürün Dogan
J. Cutler
Clayton Scott
229
40
0
24 May 2019
Frustratingly Easy Person Re-Identification: Generalizing Person Re-ID in Practice
British Machine Vision Conference (BMVC), 2019
Jieru Jia
Q. Ruan
Timothy M. Hospedales
OOD
219
116
0
09 May 2019
Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization
K. Akuzawa
Yusuke Iwasawa
Y. Matsuo
OOD
229
90
0
29 Apr 2019
Online Adaptation through Meta-Learning for Stereo Depth Estimation
Ying Tai
Stéphane Lathuilière
Andrea Pilzer
Andrii Zadaianchuk
Elisa Ricci
Zhiqiang Wang
147
22
0
17 Apr 2019
Incremental multi-domain learning with network latent tensor factorization
Adrian Bulat
Jean Kossaifi
Georgios Tzimiropoulos
Maja Pantic
CLL
206
35
0
12 Apr 2019
Domain Generalization by Solving Jigsaw Puzzles
Fabio Maria Carlucci
A. DÍnnocente
S. Bucci
Barbara Caputo
Tatiana Tommasi
SSL
372
906
0
16 Mar 2019
Learning Robust Representations by Projecting Superficial Statistics Out
International Conference on Learning Representations (ICLR), 2018
Haohan Wang
Zexue He
Zachary Chase Lipton
Eric Xing
OOD
227
249
0
02 Mar 2019
Learning to see across Domains and Modalities
Fabio Maria Carlucci
173
0
0
13 Feb 2019
A Domain Generalization Perspective on Listwise Context Modeling
AAAI Conference on Artificial Intelligence (AAAI), 2019
Lin Zhu
Yihong Chen
Bowen He
OOD
88
3
0
12 Feb 2019
Episodic Training for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2019
Da Li
Jianshu Zhang
Yongxin Yang
Cong Liu
Yi-Zhe Song
Timothy M. Hospedales
OOD
440
476
0
31 Jan 2019
Feature-Critic Networks for Heterogeneous Domain Generalization
International Conference on Machine Learning (ICML), 2019
Yiying Li
Yongxin Yang
Wei Zhou
Timothy M. Hospedales
OOD
419
277
0
31 Jan 2019
Learning to Learn from Noisy Labeled Data
Junnan Li
Yongkang Wong
Qi Zhao
Mohan Kankanhalli
NoLa
343
354
0
13 Dec 2018
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning
Mitchell Wortsman
Kiana Ehsani
Mohammad Rastegari
Ali Farhadi
Roozbeh Mottaghi
SSL
379
247
0
03 Dec 2018
Meta-Learning Multi-task Communication
Pengfei Liu
Xuanjing Huang
FedML
120
8
0
23 Oct 2018
ProMP: Proximal Meta-Policy Search
Jonas Rothfuss
Dennis Lee
I. Clavera
Tamim Asfour
Pieter Abbeel
351
218
0
16 Oct 2018
Domain Generalization with Domain-Specific Aggregation Modules
German Conference on Pattern Recognition (DAGM), 2018
A. DÍnnocente
Barbara Caputo
OOD
225
148
0
28 Sep 2018
Learning Invariances for Policy Generalization
Rémi Tachet des Combes
Philip Bachman
H. V. Seijen
165
12
0
07 Sep 2018
Small Sample Learning in Big Data Era
Jun Shu
Zongben Xu
Deyu Meng
347
77
0
14 Aug 2018
Hallucinating Agnostic Images to Generalize Across Domains
Fabio Maria Carlucci
P. Russo
Tatiana Tommasi
Barbara Caputo
OOD
286
16
0
03 Aug 2018
Zero-shot Domain Adaptation without Domain Semantic Descriptors
Atsutoshi Kumagai
Tomoharu Iwata
VLM
145
14
0
09 Jul 2018
Domain2Vec: Deep Domain Generalization
A. Deshmukh
Ankit Bansal
Akash Rastogi
ViT
OOD
117
6
0
09 Jul 2018
Best sources forward: domain generalization through source-specific nets
Goran Frehse
Samuel Rota Buló
Barbara Caputo
Elisa Ricci
TTA
OOD
192
165
0
15 Jun 2018
Efficient parametrization of multi-domain deep neural networks
Sylvestre-Alvise Rebuffi
Hakan Bilen
Andrea Vedaldi
OOD
193
381
0
27 Mar 2018
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning
Tianhe Yu
Chelsea Finn
Annie Xie
Sudeep Dasari
Tianhao Zhang
Pieter Abbeel
Sergey Levine
297
378
0
05 Feb 2018
Domain Generalization by Marginal Transfer Learning
Gilles Blanchard
A. Deshmukh
Ürün Dogan
Gyemin Lee
Clayton Scott
OOD
292
322
0
21 Nov 2017
Meta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm
Chelsea Finn
Sergey Levine
SSL
289
231
0
31 Oct 2017
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