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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
Shape-Biased Domain Generalization via Shock Graph Embeddings
M. Narayanan
Vickram Rajendran
Benjamin Kimia
154
15
0
13 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption
International Conference on Pattern Recognition (ICPR), 2021
A. Frikha
Denis Krompass
Volker Tresp
OOD
218
1
0
09 Sep 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization
Haoyue Bai
Fengwei Zhou
Lanqing Hong
Nanyang Ye
Shueng-Han Gary Chan
Zhenguo Li
OOD
UQCV
136
45
0
05 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey
Tianyu Wang
Zheyan Shen
Yue He
Xingxuan Zhang
Renzhe Xu
Han Yu
Peng Cui
CML
OOD
524
631
0
31 Aug 2021
Learning to Diversify for Single Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2021
Zijian Wang
Yadan Luo
Ruihong Qiu
Zi Huang
Mahsa Baktash
424
314
0
26 Aug 2021
Discovering Spatial Relationships by Transformers for Domain Generalization
Cuicui Kang
Karthik Nandakumar
ViT
177
1
0
23 Aug 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains
Antono DÍnnocente
OOD
184
0
0
20 Aug 2021
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization
Mohammad Mahfujur Rahman
Clinton Fookes
Sridha Sridharan
OOD
189
5
0
20 Aug 2021
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization
Seogkyu Jeon
Kibeom Hong
Pilhyeon Lee
Jewook Lee
H. Byun
OOD
225
92
0
19 Aug 2021
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time
Anshul Nasery
Soumyadeep Thakur
Vihari Piratla
A. De
Sunita Sarawagi
AI4TS
212
34
0
15 Aug 2021
Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder
IEEE International Conference on Computer Vision (ICCV), 2021
Hanwen Liang
Qiong Zhang
Peng Dai
Juwei Lu
189
78
0
11 Aug 2021
GLASS: Geometric Latent Augmentation for Shape Spaces
Computer Vision and Pattern Recognition (CVPR), 2021
Sanjeev Muralikrishnan
S. Chaudhuri
Noam Aigerman
Vladimir G. Kim
Matthew Fisher
Niloy Mitra
GAN
225
17
0
06 Aug 2021
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Xi Peng
Fengchun Qiao
Long Zhao
OOD
357
45
0
05 Aug 2021
Domain Generalization via Gradient Surgery
Lucas Mansilla
Rodrigo Echeveste
Diego H. Milone
Enzo Ferrante
OOD
232
93
0
03 Aug 2021
Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift
Pinzhuo Tian
Yao Gao
OOD
190
1
0
23 Jul 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Xiaofeng Liu
Bo Hu
Linghao Jin
Xu Han
Fangxu Xing
Georges El Fakhri
Jun Lu
Xiaofeng Liu
Jonghye Woo
OOD
BDL
215
31
0
22 Jul 2021
Towards Unsupervised Domain Generalization
Xingxuan Zhang
Linjun Zhou
Renzhe Xu
Peng Cui
Zheyan Shen
Haoxin Liu
OOD
AI4CE
243
60
0
13 Jul 2021
Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains
Shivam Chandhok
Sanath Narayan
Hisham Cholakkal
Rao Muhammad Anwer
V. Balasubramanian
Fahad Shahbaz Khan
Ling Shao
136
6
0
12 Jul 2021
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation
Yufei Wang
Haoliang Li
Lap-pui Chau
Alex C. Kot
FedML
138
52
0
06 Jul 2021
Learning an Explicit Hyperparameter Prediction Function Conditioned on Tasks
Jun Shu
Deyu Meng
Zongben Xu
297
12
0
06 Jul 2021
MixStyle Neural Networks for Domain Generalization and Adaptation
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
OOD
TTA
212
147
0
05 Jul 2021
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation
Chen Chen
Kerstin Hammernik
Cheng Ouyang
C. Qin
Wenjia Bai
Daniel Rueckert
OOD
181
24
0
02 Jul 2021
Domain-Class Correlation Decomposition for Generalizable Person Re-Identification
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Kaiwen Yang
Xinmei Tian
OOD
212
15
0
29 Jun 2021
Invariant Information Bottleneck for Domain Generalization
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yue Liu
Yifei Shen
Yezhen Wang
Wenzhen Zhu
Colorado Reed
Jun Zhang
Dongsheng Li
Kurt Keutzer
Han Zhao
OOD
655
144
0
11 Jun 2021
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Nanyang Ye
Kaican Li
Haoyue Bai
Runpeng Yu
Lanqing Hong
Fengwei Zhou
Zhenguo Li
Jun Zhu
CML
OOD
289
130
0
07 Jun 2021
Feature-based Style Randomization for Domain Generalization
Yue Wang
Lei Qi
Yinghuan Shi
Yang Gao
OOD
198
63
0
06 Jun 2021
Semi-Supervised Domain Generalization with Stochastic StyleMatch
International Journal of Computer Vision (IJCV), 2021
Kaiyang Zhou
Chen Change Loy
Ziwei Liu
OOD
226
77
0
01 Jun 2021
A Fourier-based Framework for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Qinwei Xu
Ruipeng Zhang
Ya Zhang
Yanfeng Wang
Qi Tian
OOD
260
561
0
24 May 2021
Generalizable Person Re-identification with Relevance-aware Mixture of Experts
Computer Vision and Pattern Recognition (CVPR), 2021
Yongxing Dai
Xiaotong Li
Jun Liu
Zekun Tong
Ling-yu Duan
OOD
248
152
0
19 May 2021
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty
International Conference on Machine Learning (ICML), 2021
Zehao Xiao
Jiayi Shen
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
BDL
UQCV
OOD
277
47
0
09 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
232
304
0
16 Apr 2021
Open Domain Generalization with Domain-Augmented Meta-Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Yang Shu
Zhangjie Cao
Chenyu Wang
Jianmin Wang
Mingsheng Long
OOD
170
172
0
08 Apr 2021
Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning
Neurocomputing (Neurocomputing), 2021
Yang Chen
Pinhao Song
Hong Liu
Linhui Dai
Xiaochuan Zhang
Runwei Ding
Shengquan Li
423
55
0
06 Apr 2021
Domain Generalization with MixStyle
International Conference on Learning Representations (ICLR), 2021
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
331
910
0
05 Apr 2021
Explainability-aided Domain Generalization for Image Classification
Robin M. Schmidt
FAtt
OOD
200
2
0
05 Apr 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation
Computer Vision and Pattern Recognition (CVPR), 2021
Xiaotian Chen
Yuwang Wang
Xuejin Chen
Wenjun Zeng
3DV
3DPC
MDE
245
57
0
02 Apr 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction
Computer Vision and Pattern Recognition (CVPR), 2021
Shanyan Guan
Jingwei Xu
Yunbo Wang
Bingbing Ni
Xiaokang Yang
3DH
227
55
0
30 Mar 2021
Learning Domain Invariant Representations for Generalizable Person Re-Identification
IEEE Transactions on Image Processing (TIP), 2021
Yi-Fan Zhang
Zhang Zhang
Da Li
Zhen Jia
Liang Wang
Tieniu Tan
OOD
245
51
0
29 Mar 2021
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Zhibo Chen
237
125
0
25 Mar 2021
Uncertainty-guided Model Generalization to Unseen Domains
Computer Vision and Pattern Recognition (CVPR), 2021
Fengchun Qiao
Xi Peng
OOD
UQCV
232
72
0
12 Mar 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
Computer Vision and Pattern Recognition (CVPR), 2021
Quande Liu
Cheng Chen
J. Qin
Qi Dou
Pheng-Ann Heng
OOD
FedML
412
542
0
10 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
837
1,336
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
300
274
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
1,544
0
02 Mar 2021
Domain Generalization via Inference-time Label-Preserving Target Projections
Computer Vision and Pattern Recognition (CVPR), 2021
Prashant Pandey
Mrigank Raman
Sumanth Varambally
A. Prathosh
OOD
227
52
0
01 Mar 2021
Model-Based Domain Generalization
Neural Information Processing Systems (NeurIPS), 2021
Avi Schwarzschild
George J. Pappas
Hamed Hassani
OOD
375
149
0
23 Feb 2021
SWAD: Domain Generalization by Seeking Flat Minima
Neural Information Processing Systems (NeurIPS), 2021
Junbum Cha
Sanghyuk Chun
Kyungjae Lee
Han-Cheol Cho
Seunghyun Park
Yunsung Lee
Sungrae Park
MoMe
751
542
0
17 Feb 2021
Transferability of Neural Network Clinical De-identification Systems
Kahyun Lee
Nicholas J. Dobbins
Bridget T. McInnes
Meliha Yetisgen
Özlem Uzuner
OOD
215
6
0
17 Feb 2021
Domain Invariant Representation Learning with Domain Density Transformations
Neural Information Processing Systems (NeurIPS), 2021
A. Nguyen
Toan M. Tran
Y. Gal
A. G. Baydin
OOD
423
105
0
09 Feb 2021
Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve
Machine-mediated learning (ML), 2021
Anthony Sicilia
Xingchen Zhao
Seong Jae Hwang
OOD
AI4CE
182
103
0
07 Feb 2021
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