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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"
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Towards Stable Test-Time Adaptation in Dynamic Wild World
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Yifan Zhang
Z. Wen
Yaofo Chen
P. Zhao
Zhuliang Yu
TTA
381
393
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24 Feb 2023
Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach
International Conference on Learning Representations (ICLR), 2023
Minyoung Kim
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Timothy M. Hospedales
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163
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23 Feb 2023
Energy-Based Test Sample Adaptation for Domain Generalization
International Conference on Learning Representations (ICLR), 2023
Zehao Xiao
Xiantong Zhen
Tianran Ouyang
Cees G. M. Snoek
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237
22
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22 Feb 2023
Towards Radar Emitter Recognition in Changing Environments with Domain Generalization
Honglin Wu
Xueqiong Li
Long Lan
Liyang Xu
Yuhua Tang
172
1
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18 Feb 2023
StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Shirsha Bose
Ankit Jha
Enrico Fini
Mainak Singha
Elisa Ricci
Biplab Banerjee
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286
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18 Feb 2023
Domain Generalization Emerges from Dreaming
Hwan Heo
Youngjin Oh
Jaewon Lee
Hyunwoo J. Kim
185
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02 Feb 2023
Fairness and Accuracy under Domain Generalization
International Conference on Learning Representations (ICLR), 2023
Thai-Hoang Pham
Xueru Zhang
Ping Zhang
256
33
0
30 Jan 2023
Causality-based Dual-Contrastive Learning Framework for Domain Generalization
Zining Chen
Weiqiu Wang
Zhicheng Zhao
Aidong Men
OOD
213
1
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22 Jan 2023
Domain Generalization with Correlated Style Uncertainty
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Zheyu Zhang
Sijin Yu
Debesh Jha
Ugur Demir
Ulas Bagci
OOD
241
16
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20 Dec 2022
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shiji Xin
Yifei Wang
Jingtong Su
Yisen Wang
OOD
204
11
0
18 Dec 2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization
International Journal of Computer Vision (IJCV), 2022
Yuyang Zhao
Zhun Zhong
Na Zhao
Andrii Zadaianchuk
G. Lee
310
46
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18 Dec 2022
Causal Inference via Style Transfer for Out-of-distribution Generalisation
Knowledge Discovery and Data Mining (KDD), 2022
Toan Nguyen
Kien Do
D. Nguyen
Bao Duong
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CML
OODD
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216
15
0
06 Dec 2022
Stable Learning via Sparse Variable Independence
AAAI Conference on Artificial Intelligence (AAAI), 2022
Han Yu
Peng Cui
Yue He
Zheyan Shen
Yong Lin
Renzhe Xu
Xingxuan Zhang
OOD
177
21
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02 Dec 2022
Direct-Effect Risk Minimization for Domain Generalization
Yuhui Li
Zejia Wu
Chao Zhang
Hongyang R. Zhang
OOD
327
0
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26 Nov 2022
Cross-Domain Ensemble Distillation for Domain Generalization
European Conference on Computer Vision (ECCV), 2022
Kyung-Jin Lee
Sungyeon Kim
Suha Kwak
FedML
OOD
194
48
0
25 Nov 2022
I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision
IEEE International Conference on Computer Vision (ICCV), 2022
Sophia Gu
Christopher Clark
Aniruddha Kembhavi
VLM
331
35
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17 Nov 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization
Jingang Qu
T. Faney
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Patrick Gallinari
Soleiman Yousef
J. D. Hemptinne
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311
10
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15 Nov 2022
Generalizable Re-Identification from Videos with Cycle Association
Zhongdao Wang
Zhaopeng Dou
Jingwei Zhang
Liang Zhen
Yifan Sun
Yali Li
Shengjin Wang
BDL
153
2
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07 Nov 2022
FIXED: Frustratingly Easy Domain Generalization with Mixup
Wang Lu
Yongfeng Zhang
Han Yu
Lei Huang
Xiang Zhang
Yiqiang Chen
Xingxu Xie
282
13
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07 Nov 2022
Learning to Learn Domain-invariant Parameters for Domain Generalization
Feng Hou
Yao Zhang
Yang Liu
Jin Yuan
Cheng Zhong
Yang Zhang
Peng Wang
Jianping Fan
Zhiqiang He
OOD
230
7
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04 Nov 2022
FedGen: Generalizable Federated Learning for Sequential Data
IEEE International Conference on Cloud Computing (CLOUD), 2022
Praveen Venkateswaran
Vatche Isahagian
Vinod Muthusamy
N. Venkatasubramanian
OOD
FedML
187
14
0
03 Nov 2022
Using Contrastive Samples for Identifying and Leveraging Possible Causal Relationships in Reinforcement Learning
H. Khadilkar
Hardik Meisheri
OffRL
153
1
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28 Oct 2022
Learning to Augment via Implicit Differentiation for Domain Generalization
British Machine Vision Conference (BMVC), 2022
Ting-Hsiang Wang
Da Li
Kaiyang Zhou
Tao Xiang
Yi-Zhe Song
128
2
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25 Oct 2022
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment
Neural Information Processing Systems (NeurIPS), 2022
Chenxiao Yang
Qitian Wu
Qingsong Wen
Zhiqiang Zhou
Liang Sun
Junchi Yan
OODD
OOD
236
33
0
24 Oct 2022
Domain generalization Person Re-identification on Attention-aware multi-operation strategery
Yingchun Guo
Huan He
Ye Zhu
Yang Yu
277
2
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19 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
Neural Information Processing Systems (NeurIPS), 2022
Chaoqi Chen
Luyao Tang
Yifan Zhang
Gangming Zhao
Yue Huang
Yizhou Yu
236
38
0
14 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain Generalization
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Jianxin Lin
Yongqiang Tang
Junping Wang
Wensheng Zhang
OOD
184
9
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09 Oct 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts
Neural Information Processing Systems (NeurIPS), 2022
Tao Zhong
Zhixiang Chi
Li Gu
Yang Wang
Yuanhao Yu
Jingshan Tang
OOD
325
53
0
08 Oct 2022
Domain Generalization via Contrastive Causal Learning
Qiaowei Miao
Junkun Yuan
Kun Kuang
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OOD
240
15
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06 Oct 2022
TripleE: Easy Domain Generalization via Episodic Replay
Xuelong Li
Hongyu Ren
Huifeng Yao
Ziwei Liu
168
0
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04 Oct 2022
Learning an Invertible Output Mapping Can Mitigate Simplicity Bias in Neural Networks
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Anshul Nasery
R. Venkatesh Babu
Praneeth Netrapalli
Prateek Jain
AAML
216
3
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04 Oct 2022
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Junming Chen
Meirui Jiang
Qianming Dou
Qifeng Chen
FedML
OOD
152
64
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03 Oct 2022
Bootstrap Generalization Ability from Loss Landscape Perspective
Huanran Chen
Shitong Shao
Ziyi Wang
Zirui Shang
Jin Chen
Xiaofeng Ji
Xinxiao Wu
OOD
318
22
0
18 Sep 2022
Style Variable and Irrelevant Learning for Generalizable Person Re-identification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) (TOMM), 2022
Haobo Chen
Chuyang Zhao
Kai-Chun Tu
Junru Chen
Yadong Li
Boxun Li
185
7
0
12 Sep 2022
Generalization in Neural Networks: A Broad Survey
Neurocomputing (Neurocomputing), 2022
Chris Rohlfs
OOD
AI4CE
277
18
0
04 Sep 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization
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Simone Angarano
Mauro Martini
Francesco Salvetti
Vittorio Mazzia
Marcello Chiaberge
OOD
344
18
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02 Sep 2022
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution
Wang Lu
Yongfeng Zhang
Yidong Wang
Xingxu Xie
OOD
305
7
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01 Sep 2022
DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization
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Sravanti Addepalli
Praneeth Netrapalli
Prateek Jain
OOD
FedML
171
1
0
19 Aug 2022
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
204
20
0
11 Aug 2022
Label-Efficient Domain Generalization via Collaborative Exploration and Generalization
ACM Multimedia (ACM MM), 2022
Junkun Yuan
Xu Ma
Defang Chen
Kun Kuang
Leilei Gan
Lanfen Lin
168
27
0
07 Aug 2022
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization
ACM Multimedia (ACM MM), 2022
Mengzhu Wang
Jianlong Yuan
Qi Qian
Zhibin Wang
Hao Li
316
39
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02 Aug 2022
Self-Distilled Vision Transformer for Domain Generalization
Asian Conference on Computer Vision (ACCV), 2022
M. Sultana
Muzammal Naseer
Muhammad Haris Khan
Salman Khan
Fahad Shahbaz Khan
ViT
300
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25 Jul 2022
Domain Decorrelation with Potential Energy Ranking
AAAI Conference on Artificial Intelligence (AAAI), 2022
Sen Pei
Jiaxi Sun
Richard Yi Da Xu
Shiming Xiang
Gaofeng Meng
OOD
397
4
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Domain-invariant Feature Exploration for Domain Generalization
Wang Lu
Yongfeng Zhang
Haoliang Li
Yiqiang Chen
Xing Xie
OOD
287
119
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25 Jul 2022
Domain Generalization for Activity Recognition via Adaptive Feature Fusion
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Xin Qin
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Yiqiang Chen
Wang Lu
Xinlong Jiang
OOD
251
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21 Jul 2022
Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge
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Junchang Wang
Liyan Xie
Yao Xie
Shao-Lun Huang
Yang Li
OOD
140
1
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11 Jul 2022
Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
International Conference on Learning Representations (ICLR), 2022
Zhuo Huang
Xiaobo Xia
Li Shen
Bo Han
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Chen Gong
Tongliang Liu
OODD
253
57
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07 Jul 2022
Style Interleaved Learning for Generalizable Person Re-identification
IEEE transactions on multimedia (IEEE TMM), 2022
Wentao Tan
Changxing Ding
Pengfei Wang
Biwei Huang
Kui Jia
OOD
339
32
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Online Reflective Learning for Robust Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Yuhao Huang
Xin Yang
Xiaoqiong Huang
Jiamin Liang
Xinrui Zhou
Cheng Chen
Haoran Dou
Xindi Hu
Yan Cao
Dong Ni
OOD
108
9
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Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification
Interspeech (Interspeech), 2022
Byeonggeun Kim
Seunghan Yang
Jangho Kim
Hyunsin Park
Juntae Lee
Simyung Chang
215
35
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24 Jun 2022
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