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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
Gated Domain Units for Multi-source Domain Generalization
Simon Foll
Alina Dubatovka
Eugen Ernst
Siu Lun Chau
Martin Maritsch
Patrik Okanovic
Gudrun Thater
J. M. Buhmann
Felix Wortmann
Krikamol Muandet
OOD
454
4
0
24 Jun 2022
Domain Generalization via Selective Consistency Regularization for Time Series Classification
International Conference on Pattern Recognition (ICPR), 2022
Wenyu Zhang
Mohamed Ragab
Chuan-Sheng Foo
OOD
AI4TS
264
2
0
16 Jun 2022
INDIGO: Intrinsic Multimodality for Domain Generalization
Puneet Mangla
Shivam Chandhok
Milan Aggarwal
V. Balasubramanian
Balaji Krishnamurthy
VLM
169
3
0
13 Jun 2022
Learning Invariant Visual Representations for Compositional Zero-Shot Learning
European Conference on Computer Vision (ECCV), 2022
Tian Zhang
Kongming Liang
Ruoyi Du
Xian Sun
Zhanyu Ma
Jun Guo
CoGe
BDL
405
45
0
01 Jun 2022
Evolving Domain Generalization
Wei Wang
Gezheng Xu
Ruizhi Pu
Jiaqi Li
Fan Zhou
Changjian Shui
Charles Ling
Christian Gagné
Boyu Wang
OOD
262
3
0
31 May 2022
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
IEEE International Conference on Computer Vision (ICCV), 2022
Haokun Chen
A. Frikha
Denis Krompass
Jindong Gu
Volker Tresp
OOD
286
44
0
30 May 2022
The Missing Invariance Principle Found -- the Reciprocal Twin of Invariant Risk Minimization
Neural Information Processing Systems (NeurIPS), 2022
Dongsung Huh
A. Baidya
OOD
142
8
0
29 May 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Xiangyang Li
Xiang Long
Yu Xia
Sujian Li
187
11
0
25 May 2022
Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis
Weiming Zhuang
Xin Gan
Yonggang Wen
Shuai Zhang
FedML
235
32
0
24 May 2022
Feature-Distribution Perturbation and Calibration for Generalized Person ReID
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Qilei Li
Jiabo Huang
Jian Hu
S. Gong
OOD
222
7
0
23 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
International Conference on Learning Representations (ICLR), 2022
Guangji Bai
Ling-Hao Chen
Bo Pan
OOD
AI4TS
AI4CE
224
38
0
21 May 2022
Test-time Batch Normalization
Tao Yang
Shenglong Zhou
Yuwang Wang
Yan Lu
Nanning Zheng
OOD
149
13
0
20 May 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder
International Conference on Machine Learning (ICML), 2022
Tiexin Qin
Shiqi Wang
Haoliang Li
CML
BDL
157
30
0
16 May 2022
Localized Adversarial Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Wei-wei Zhu
Le Lu
Jing Xiao
Mei Han
Jiebo Luo
Adam P. Harrison
OOD
217
33
0
09 May 2022
InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy
Weichen Fan
Yuanbo Yang
Kunpeng Qiu
Shuo Wang
Yongxin Guo
231
3
0
05 May 2022
NICO++: Towards Better Benchmarking for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Xingxuan Zhang
Linjun Zhou
Renzhe Xu
Haoxin Liu
Zheyan Shen
Peng Cui
OOD
284
100
0
17 Apr 2022
MetaSets: Meta-Learning on Point Sets for Generalizable Representations
Computer Vision and Pattern Recognition (CVPR), 2021
Chao Huang
Zhangjie Cao
Yunbo Wang
Jianmin Wang
Mingsheng Long
3DPC
210
37
0
15 Apr 2022
Towards Domain Generalization in Object Detection
Xingxuan Zhang
Zekai Xu
Renzhe Xu
Tianyu Wang
Peng Cui
Weitao Wan
Chong Sun
Chen Li
ObjD
OOD
241
30
0
27 Mar 2022
Causality Inspired Representation Learning for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Fangrui Lv
Jian Liang
Shuang Li
Bin Zang
Chi Harold Liu
Ziteng Wang
Di Liu
CML
OOD
232
230
0
27 Mar 2022
Compound Domain Generalization via Meta-Knowledge Encoding
Computer Vision and Pattern Recognition (CVPR), 2022
Chaoqi Chen
Jiongcheng Li
Xiaoguang Han
Xiaoqing Liu
Yizhou Yu
AI4CE
236
69
0
24 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization
Kecheng Zheng
Yang Cao
Kai Zhu
Ruijing Zhao
Zhengjun Zha
182
10
0
24 Mar 2022
Deep Frequency Filtering for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Shiqi Lin
Zhizheng Zhang
Zhipeng Huang
Yan Lu
Cuiling Lan
...
Jiang Wang
Zicheng Liu
Amey Parulkar
V. Navkal
Zhibo Chen
254
68
0
23 Mar 2022
Domain Generalization by Mutual-Information Regularization with Pre-trained Models
European Conference on Computer Vision (ECCV), 2022
Junbum Cha
Kyungjae Lee
Sungrae Park
Sanghyuk Chun
OOD
392
172
0
21 Mar 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Yabin Zhang
Minghan Li
Ruihuang Li
Kui Jia
Lei Zhang
OOD
336
216
0
15 Mar 2022
Domain Generalisation for Object Detection under Covariate and Concept Shift
Karthik Seemakurthy
E. Aptoula
Charles Fox
Petra Bosilj
ObjD
OOD
362
10
0
10 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Zhi Hou
B. Yu
Dacheng Tao
ViT
250
81
0
03 Mar 2022
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Lidia Fantauzzo
Eros Fani
Debora Caldarola
A. Tavera
Fabio Cermelli
Marco Ciccone
Barbara Caputo
FedML
258
62
0
28 Feb 2022
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation
ACM Multimedia (MM), 2021
Jiong Wang
Zhou Zhao
Weike Jin
Xinyu Duan
Zhen Lei
Baoxing Huai
Yiling Wu
Xiaofei He
CVBM
AAML
VLM
172
14
0
21 Feb 2022
Learning to Generalize across Domains on Single Test Samples
International Conference on Learning Representations (ICLR), 2022
Zehao Xiao
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
OOD
191
38
0
16 Feb 2022
Uncertainty Modeling for Out-of-Distribution Generalization
International Conference on Learning Representations (ICLR), 2022
Xiaotong Li
Yongxing Dai
Yixiao Ge
Jun Liu
Ying Shan
Ling-Yu Duan
OODD
OOD
299
221
0
08 Feb 2022
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks
Lang Liu
M. M. Fard
Sen Zhao
OOD
223
5
0
04 Feb 2022
Generalized Visual Quality Assessment of GAN-Generated Face Images
Yu Tian
Zhangkai Ni
Siyi Pan
Shiqi Wang
Hanli Wang
Sam Kwong
EGVM
139
9
0
28 Jan 2022
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification
IEEE transactions on multimedia (IEEE TMM), 2022
Lei Qi
Lei Wang
Yinghuan Shi
Xing-xiao Geng
219
28
0
24 Jan 2022
Cross-Domain Few-Shot Graph Classification
AAAI Conference on Artificial Intelligence (AAAI), 2022
Kaveh Hassani
303
39
0
20 Jan 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction
ACM Multimedia (ACM MM), 2022
Jing-Yi Wang
Ruoyi Du
Dongliang Chang
Kongming Liang
Zhanyu Ma
OOD
270
59
0
20 Jan 2022
Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification
Boqiang Xu
Jian Liang
Lingxiao He
Zhe Sun
240
38
0
16 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization
Yang Chen
Yu Wang
Yingwei Pan
Ting Yao
Xinmei Tian
Tao Mei
193
46
0
14 Dec 2021
Confounder Identification-free Causal Visual Feature Learning
Xin Li
Zhizheng Zhang
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Xin Jin
Zhibo Chen
CML
OOD
402
15
0
26 Nov 2021
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains
Xinyu Zhang
S. Gu
Yutaka Matsuo
Yusuke Iwasawa
VLM
317
57
0
25 Nov 2021
Semi-Supervised Domain Generalization with Evolving Intermediate Domain
Pattern Recognition (Pattern Recogn.), 2021
Luojun Lin
Han Xie
Zhishu Sun
Weijie Chen
Wenxi Liu
Yuanlong Yu
Lei Zhang
420
15
0
19 Nov 2021
Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data
Rui Hu
Jitao Sang
Jinqiang Wang
Rui Hu
Chaoquan Jiang
CML
OOD
184
7
0
17 Nov 2021
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation
Shanyan Guan
Jingwei Xu
Michelle Z. He
Yunbo Wang
Bingbing Ni
Xiaokang Yang
3DH
232
39
0
07 Nov 2021
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features
Haohan Wang
Zeyi Huang
Hanlin Zhang
Yong Jae Lee
Eric P. Xing
OOD
375
16
0
05 Nov 2021
Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization
Junkun Yuan
Xu Ma
Defang Chen
Leilei Gan
Lanfen Lin
Kun Kuang
FedML
419
32
0
13 Oct 2021
Towards Data-Free Domain Generalization
Asian Conference on Machine Learning (ACML), 2021
A. Frikha
Haokun Chen
Denis Krompass
Thomas Runkler
Volker Tresp
OOD
413
16
0
09 Oct 2021
Dynamically Decoding Source Domain Knowledge for Domain Generalization
Cuicui Kang
Karthik Nandakumar
OOD
ViT
329
2
0
06 Oct 2021
Focus on the Common Good: Group Distributional Robustness Follows
Vihari Piratla
Praneeth Netrapalli
Sunita Sarawagi
OOD
205
30
0
06 Oct 2021
Instrumental Variable-Driven Domain Generalization with Unobserved Confounders
Junkun Yuan
Xu Ma
Ruoxuan Xiong
Biwei Huang
Xiangyu Liu
Leilei Gan
Lanfen Lin
Kun Kuang
OOD
CML
302
13
0
04 Oct 2021
Domain-Specific Bias Filtering for Single Labeled Domain Generalization
Junkun Yuan
Xu Ma
Defang Chen
Kun Kuang
Leilei Gan
Lanfen Lin
368
26
0
02 Oct 2021
Variational Disentanglement for Domain Generalization
Yufei Wang
Haoliang Li
Hao Cheng
Bihan Wen
Lap-Pui Chau
Alex C. Kot
OOD
DRL
279
34
0
13 Sep 2021
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