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1804.10745
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Generalizing Across Domains via Cross-Gradient Training
28 April 2018
Shiv Shankar
Vihari Piratla
Soumen Chakrabarti
S. Chaudhuri
Preethi Jyothi
Sunita Sarawagi
OOD
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Papers citing
"Generalizing Across Domains via Cross-Gradient Training"
50 / 315 papers shown
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Haoyue Bai
Rui Sun
Lanqing Hong
Fengwei Zhou
Nanyang Ye
Han-Jia Ye
Shueng-Han Gary Chan
Zhenguo Li
OOD
OODD
CML
151
84
0
17 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains
Goran Frehse
OOD
239
0
0
16 Dec 2020
Meta Batch-Instance Normalization for Generalizable Person Re-Identification
Computer Vision and Pattern Recognition (CVPR), 2020
Seokeon Choi
Taekyung Kim
Minki Jeong
Hyoungseob Park
Changick Kim
OOD
294
163
0
30 Nov 2020
Batch Normalization Embeddings for Deep Domain Generalization
Pattern Recognition (Pattern Recognit.), 2020
Mattia Segu
A. Tonioni
Federico Tombari
OOD
AI4CE
384
156
0
25 Nov 2020
Latent Causal Invariant Model
Xinwei Sun
Botong Wu
Xiangyu Zheng
Yu Xie
Wei Chen
Tao Qin
Tie-Yan Liu
OOD
CML
BDL
412
14
0
04 Nov 2020
Learning Causal Semantic Representation for Out-of-Distribution Prediction
Yu Xie
Xinwei Sun
Yongfeng Zhang
Haoyue Tang
Tao Li
Tao Qin
Wei Chen
Tie-Yan Liu
CML
OODD
OOD
664
118
0
03 Nov 2020
Respecting Domain Relations: Hypothesis Invariance for Domain Generalization
Ziqi Wang
Marco Loog
Jan van Gemert
OOD
219
56
0
15 Oct 2020
Domain Agnostic Learning for Unbiased Authentication
Jian Liang
Yuren Cao
Shuang Li
Bing Bai
Hao Li
Haiwei Yang
Kun Bai
OOD
215
0
0
11 Oct 2020
NLP Service APIs and Models for Efficient Registration of New Clients
Findings (Findings), 2020
Sahil Shah
Vihari Piratla
Soumen Chakrabarti
Sunita Sarawagi
139
0
0
04 Oct 2020
Domain Generalization via Semi-supervised Meta Learning
Hossein Sharifi-Noghabi
Hossein Asghari
Nazanin Mehrasa
Martin Ester
OOD
146
13
0
26 Sep 2020
Heterogeneous Domain Generalization via Domain Mixup
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Yufei Wang
Haoliang Li
Alex C. Kot
OOD
181
166
0
11 Sep 2020
Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors
Prashant Pandey
Mrigank Raman
Sumanth Varambally
A. Prathosh
127
1
0
28 Jul 2020
Towards Recognizing Unseen Categories in Unseen Domains
European Conference on Computer Vision (ECCV), 2020
Goran Frehse
Zeynep Akata
Elisa Ricci
Barbara Caputo
VLM
286
115
0
23 Jul 2020
Accounting for Unobserved Confounding in Domain Generalization
Alexis Bellot
M. Schaar
CML
OOD
180
23
0
21 Jul 2020
Learning to Learn with Variational Information Bottleneck for Domain Generalization
European Conference on Computer Vision (ECCV), 2020
Yingjun Du
Jun Xu
Huan Xiong
Qiang Qiu
Xiantong Zhen
Cees G. M. Snoek
Ling Shao
BDL
OOD
164
187
0
15 Jul 2020
Untapped Potential of Data Augmentation: A Domain Generalization Viewpoint
Vihari Piratla
Shiv Shankar
ViT
152
0
0
09 Jul 2020
Learning to Generate Novel Domains for Domain Generalization
Kaiyang Zhou
Yongxin Yang
Timothy M. Hospedales
Tao Xiang
OOD
486
521
0
07 Jul 2020
Self-Challenging Improves Cross-Domain Generalization
Zeyi Huang
Haohan Wang
Eric Xing
Dong Huang
OOD
299
730
0
05 Jul 2020
In Search of Lost Domain Generalization
Ishaan Gulrajani
David Lopez-Paz
OOD
440
1,333
0
02 Jul 2020
Feature Alignment and Restoration for Domain Generalization and Adaptation
Xin Jin
Cuiling Lan
Wenjun Zeng
Zhibo Chen
OOD
128
47
0
22 Jun 2020
Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations
Zhun Deng
Frances Ding
Cynthia Dwork
Rachel Hong
Giovanni Parmigiani
Prasad Patil
Pragya Sur
OOD
FaML
115
34
0
20 Jun 2020
Risk Variance Penalization
Chuanlong Xie
Haotian Ye
Fei Chen
Yue Liu
Rui Sun
Zhenguo Li
392
35
0
13 Jun 2020
Domain Generalization using Causal Matching
International Conference on Machine Learning (ICML), 2020
Divyat Mahajan
Shruti Tople
Amit Sharma
OOD
501
381
0
12 Jun 2020
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification
Guile Wu
S. Gong
OOD
503
36
0
07 Jun 2020
Enforcing Predictive Invariance across Structured Biomedical Domains
Wengong Jin
Regina Barzilay
Tommi Jaakkola
OOD
160
31
0
06 Jun 2020
Style Normalization and Restitution for Generalizable Person Re-identification
Xin Jin
Cuiling Lan
Wenjun Zeng
Zhibo Chen
Li Zhang
OOD
272
379
0
22 May 2020
Selecting Data Augmentation for Simulating Interventions
Maximilian Ilse
Jakub M. Tomczak
Patrick Forré
OOD
CML
299
18
0
04 May 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges
International Conference on Pattern Recognition (ICPR), 2020
A. Alliegro
Davide Boscaini
Tatiana Tommasi
3DPC
SSL
169
43
0
15 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation
Neerav Karani
Ertunc Erdil
K. Chaitanya
E. Konukoglu
OOD
360
190
0
09 Apr 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
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition
International Conference on Machine Learning (ICML), 2020
Vihari Piratla
Praneeth Netrapalli
Sunita Sarawagi
OOD
316
242
0
28 Mar 2020
Domain Adaptive Ensemble Learning
IEEE Transactions on Image Processing (TIP), 2020
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
OOD
420
342
0
16 Mar 2020
Explainable Deep Classification Models for Domain Generalization
Andrea Zunino
Sarah Adel Bargal
Riccardo Volpi
M. Sameki
Jianming Zhang
Stan Sclaroff
Vittorio Murino
Kate Saenko
FAtt
168
45
0
13 Mar 2020
Learning Unbiased Representations via Mutual Information Backpropagation
R. Ragonesi
Riccardo Volpi
Jacopo Cavazza
Vittorio Murino
FaML
SSL
174
33
0
13 Mar 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Kaiyang Zhou
Yongxin Yang
Timothy M. Hospedales
Tao Xiang
OOD
498
468
0
12 Mar 2020
NestedVAE: Isolating Common Factors via Weak Supervision
Computer Vision and Pattern Recognition (CVPR), 2020
M. Vowels
Necati Cihan Camgöz
Richard Bowden
CML
DRL
190
22
0
26 Feb 2020
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
International Conference on Learning Representations (ICLR), 2020
Hung-Yu Tseng
Hsin-Ying Lee
Jia-Bin Huang
Ming-Hsuan Yang
334
445
0
23 Jan 2020
VideoDG: Generalizing Temporal Relations in Videos to Novel Domains
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Zhiyu Yao
Yunbo Wang
Jianmin Wang
Philip S. Yu
Mingsheng Long
OOD
ViT
149
31
0
08 Dec 2019
Generalizing to unseen domains via distribution matching
Isabela Albuquerque
João Monteiro
Mohammad Javad Darvishi Bayazi
T. Falk
Alexia Jolicoeur-Martineau
OOD
586
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
329
782
0
29 Oct 2019
Exploring Simple and Transferable Recognition-Aware Image Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Zhuang Liu
H. Wang
Tinghui Zhou
Zhiqiang Shen
Bingyi Kang
Evan Shelhamer
Trevor Darrell
297
11
0
21 Oct 2019
Improve Model Generalization and Robustness to Dataset Bias with Bias-regularized Learning and Domain-guided Augmentation
Yundong Zhang
Hang Wu
Huiye Liu
L. Tong
May D. Wang
OOD
145
10
0
12 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
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts
Yu Sun
Xiaolong Wang
Zhuang Liu
John Miller
Alexei A. Efros
Moritz Hardt
TTA
OOD
324
104
0
29 Sep 2019
Domain Generalization via Universal Non-volume Preserving Models
Thanh-Dat Truong
C. Duong
Khoa Luu
Minh-Triet Tran
Ngan Le
OOD
198
0
0
28 May 2019
DIVA: Domain Invariant Variational Autoencoders
Maximilian Ilse
Jakub M. Tomczak
Christos Louizos
Max Welling
DRL
OOD
411
226
0
24 May 2019
Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization
K. Akuzawa
Yusuke Iwasawa
Y. Matsuo
OOD
226
90
0
29 Apr 2019
Multimodal Representation Learning using Deep Multiset Canonical Correlation
Krishna Somandepalli
Naveen Kumar
R. Travadi
Shrikanth Narayanan
253
5
0
03 Apr 2019
Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets
Riccardo Volpi
Vittorio Murino
228
28
0
28 Mar 2019
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