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1806.05810
Cited By
Best sources forward: domain generalization through source-specific nets
15 June 2018
Goran Frehse
Samuel Rota Buló
Barbara Caputo
Elisa Ricci
TTA
OOD
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Papers citing
"Best sources forward: domain generalization through source-specific nets"
32 / 82 papers shown
Privacy-Preserving Constrained Domain Generalization via Gradient Alignment
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Chris Xing Tian
Haoliang Li
Yufei Wang
Shiqi Wang
217
7
0
14 May 2021
Deep Stable Learning for Out-Of-Distribution Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Xingxuan Zhang
Peng Cui
Renzhe Xu
Linjun Zhou
Yue He
Zheyan Shen
OOD
220
302
0
16 Apr 2021
Explainability-aided Domain Generalization for Image Classification
Robin M. Schmidt
FAtt
OOD
193
2
0
05 Apr 2021
Progressive Domain Expansion Network for Single Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Lei Li
Ke Gao
Juan Cao
Ziyao Huang
Yepeng Weng
Xiaoyue Mi
Zhengze Yu
Xiaoya Li
Boyang Xia
OOD
AI4CE
265
208
0
30 Mar 2021
Inferring Latent Domains for Unsupervised Deep Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Goran Frehse
Lorenzo Porzi
Samuel Rota Buló
Barbara Caputo
Elisa Ricci
OOD
158
31
0
25 Mar 2021
Domain Generalization using Ensemble Learning
Intelligent Systems with Applications (ISA), 2021
Yusuf Mesbah
Youssef Youssry Ibrahim
Adil Khan
OOD
FedML
118
7
0
18 Mar 2021
Domain Generalization: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Kaiyang Zhou
Ziwei Liu
Yu Qiao
Tao Xiang
Chen Change Loy
OOD
AI4CE
779
1,319
0
03 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaxing Huang
Dayan Guan
Aoran Xiao
Shijian Lu
289
272
0
03 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Yongfeng Zhang
Cuiling Lan
Yu Xie
Yidong Ouyang
Tao Qin
Wang Lu
Yiqiang Chen
Wenjun Zeng
Philip S. Yu
OOD
1.1K
1,529
0
02 Mar 2021
Nonlinear Invariant Risk Minimization: A Causal Approach
Chaochao Lu
Yuhuai Wu
Jośe Miguel Hernández-Lobato
Bernhard Schölkopf
CML
OOD
298
55
0
24 Feb 2021
A microservice-based framework for exploring data selection in cross-building knowledge transfer
Service Oriented Computing and Applications (SOCA), 2020
Mouna Labiadh
C. Obrecht
Catarina Ferreira da Silva
P. Ghodous
187
6
0
23 Feb 2021
Model-Based Domain Generalization
Neural Information Processing Systems (NeurIPS), 2021
Avi Schwarzschild
George J. Pappas
Hamed Hassani
OOD
363
148
0
23 Feb 2021
Robust Domain-Free Domain Generalization with Class-aware Alignment
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Wenyu Zhang
Mohamed Ragab
Ramón Sagarna
OOD
209
9
0
17 Feb 2021
Towards Recognizing New Semantic Concepts in New Visual Domains
Goran Frehse
OOD
237
0
0
16 Dec 2020
Batch Normalization Embeddings for Deep Domain Generalization
Pattern Recognition (Pattern Recognit.), 2020
Mattia Segu
A. Tonioni
Federico Tombari
OOD
AI4CE
383
155
0
25 Nov 2020
Domain Generalization in Biosignal Classification
IEEE Transactions on Biomedical Engineering (IEEE TBME), 2020
T. Dissanayake
Tharindu Fernando
Akila Pemasiri
H. Ghaemmaghami
Sridha Sridharan
Clinton Fookes
OOD
196
18
0
12 Nov 2020
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness
Long Zhao
Ting Liu
Xi Peng
Dimitris N. Metaxas
OOD
AAML
424
184
0
15 Oct 2020
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization
European Conference on Computer Vision (ECCV), 2020
Prithvijit Chattopadhyay
Yogesh Balaji
Judy Hoffman
OOD
254
225
0
28 Aug 2020
Informative Dropout for Robust Representation Learning: A Shape-bias Perspective
International Conference on Machine Learning (ICML), 2020
Baifeng Shi
Dinghuai Zhang
Jingdong Sun
Zhanxing Zhu
Yadong Mu
Jingdong Wang
OOD
142
120
0
10 Aug 2020
In Search of Lost Domain Generalization
Ishaan Gulrajani
David Lopez-Paz
OOD
436
1,330
0
02 Jul 2020
Sequential Learning for Domain Generalization
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
OOD
144
35
0
03 Apr 2020
Learning to Learn Single Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2020
Fengchun Qiao
Long Zhao
Xi Peng
OOD
265
509
0
30 Mar 2020
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Vikas Garg
Adam Kalai
Katrina Ligett
Zhiwei Steven Wu
OOD
123
23
0
13 Feb 2020
Domain Generalization Using a Mixture of Multiple Latent Domains
AAAI Conference on Artificial Intelligence (AAAI), 2019
Toshihiko Matsuura
Tatsuya Harada
OOD
222
345
0
18 Nov 2019
Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning
Valentin Vielzeuf
Alexis Lechervy
S. Pateux
F. Jurie
CVBM
156
5
0
08 Nov 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
436
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
681
1,183
0
29 May 2019
DIVA: Domain Invariant Variational Autoencoders
Maximilian Ilse
Jakub M. Tomczak
Christos Louizos
Max Welling
DRL
OOD
402
226
0
24 May 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
222
249
0
02 Mar 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
438
476
0
31 Jan 2019
Domain Generalization with Domain-Specific Aggregation Modules
German Conference on Pattern Recognition (DAGM), 2018
A. DÍnnocente
Barbara Caputo
OOD
220
147
0
28 Sep 2018
Kitting in the Wild through Online Domain Adaptation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2018
Goran Frehse
H. Karaoğuz
Elisa Ricci
Patric Jensfelt
Barbara Caputo
172
60
0
03 Jul 2018
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