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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
Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features
Inseop Chung
Kiyoon Yoo
Nojun Kwak
VLM
210
0
0
08 Dec 2023
Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization
Jixuan Leng
Yijiang Li
Haohan Wang
VLM
454
1
0
26 Nov 2023
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Prathmesh Bele
Valay Bundele
Avigyan Bhattacharya
Ankit Jha
Gemma Roig
Biplab Banerjee
186
7
0
05 Nov 2023
Generalizing to Unseen Domains in Diabetic Retinopathy Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chamuditha Jayanga Galappaththige
Gayal Kuruppu
Muhammad Haris Khan
OOD
343
12
0
26 Oct 2023
Bayesian Domain Invariant Learning via Posterior Generalization of Parameter Distributions
Shiyu Shen
Bin Pan
Tianyang Shi
Tao Li
Zhenwei Shi
BDL
OOD
317
1
0
25 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
IEEE International Conference on Computer Vision (ICCV), 2023
Mateusz Michalkiewicz
M. Faraki
Xiang Yu
Manmohan Chandraker
Mahsa Baktash
292
7
0
11 Oct 2023
Prompting-based Temporal Domain Generalization
Sepidehsadat Hosseini
Mengyao Zhai
Hossein Hajimirsadegh
Frederick Tung
AI4TS
AI4CE
OOD
251
0
0
03 Oct 2023
Rethinking Domain Generalization: Discriminability and Generalizability
Shaocong Long
Qianyu Zhou
Chenhao Ying
Lizhuang Ma
Yuan Luo
OOD
AI4CE
365
25
0
28 Sep 2023
Diverse Target and Contribution Scheduling for Domain Generalization
IEEE Transactions on Image Processing (IEEE TIP), 2023
Shaocong Long
Qianyu Zhou
Soham Dan
Lizhuang Ma
Yuan Luo
465
9
0
28 Sep 2023
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance
IEEE International Conference on Computer Vision (ICCV), 2023
Zeyi Huang
Andy Zhou
Zijian Lin
Mu Cai
Haohan Wang
Yong Jae Lee
VLM
OOD
237
52
0
21 Sep 2023
Towards Reliable Domain Generalization: A New Dataset and Evaluations
Jiao Zhang
Xu-Yao Zhang
Cheng-Lin Liu
OOD
210
0
0
12 Sep 2023
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Ran Liu
Sahil Khose
Jingyun Xiao
Lakshmi Sathidevi
Keerthan Ramnath
Z. Kira
Eva L. Dyer
373
5
0
28 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization
IEEE International Conference on Computer Vision (ICCV), 2023
Mingde Yao
Jie Huang
Xin Jin
Ruikang Xu
Shenglong Zhou
Man Zhou
Zhiwei Xiong
215
19
0
26 Aug 2023
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaML
AI4TS
318
2
0
23 Aug 2023
Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identification
IEEE International Conference on Computer Vision (ICCV), 2023
Zhaopeng Dou
Zhongdao Wang
Yali Li
Shengjin Wang
234
24
0
17 Aug 2023
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Miaoyu Li
Yachao Zhang
Xu Ma
Yanyun Qu
Yun Fu
147
18
0
12 Aug 2023
Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning
ACM Multimedia (ACM MM), 2023
Zitan Chen
Zhuang Qi
Xiao Cao
Xiangxian Li
Xiangxu Meng
Lei Meng
222
11
0
08 Aug 2023
ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals
Milad Sikaroudi
Seyedeh Maryam Hosseini
Shahryar Rahnamayan
H. R. Tizhoosh
OOD
195
0
0
07 Aug 2023
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Wang Lu
Yongfeng Zhang
Xinwei Sun
Yiqiang Chen
Xiangyang Ji
Qiang Yang
Xingxu Xie
OODD
AI4TS
328
29
0
04 Aug 2023
Phase Matching for Out-of-Distribution Generalization
Chengming Hu
Ye Du
Rui Wang
Hao Chen
OOD
437
0
0
24 Jul 2023
Flatness-Aware Minimization for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Xingxuan Zhang
Renzhe Xu
Han Yu
Yancheng Dong
Pengfei Tian
Peng Cu
272
35
0
20 Jul 2023
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Sameer Ambekar
Zehao Xiao
Jiayi Shen
Xiantong Zhen
Cees G. M. Snoek
BDL
OOD
355
2
0
08 Jul 2023
In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems
Conference on Computer and Communications Security (CCS), 2023
Roman Beltiukov
Wenbo Guo
Arpit Gupta
W. Willinger
226
26
0
15 Jun 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization
International Conference on Machine Learning (ICML), 2023
Jun-Gyu Park
Dong-Jun Han
Soyeong Kim
Jaekyun Moon
OOD
TTA
265
15
0
08 Jun 2023
Federated Domain Generalization: A Survey
Proceedings of the IEEE (Proc. IEEE), 2023
Ying Li
Xingwei Wang
Rongfei Zeng
Praveen Kumar Donta
Ilir Murturi
Min Huang
Schahram Dustdar
OOD
FedML
AI4CE
349
44
0
02 Jun 2023
Domain Generalization for Domain-Linked Classes
Kimathi Kaai
Saad Hossain
Sirisha Rambhatla
OOD
AI4CE
146
1
0
01 Jun 2023
CNN Feature Map Augmentation for Single-Source Domain Generalization
International Conference on Big Data Computing Service and Applications (ICBDCSA), 2023
Aristotelis Ballas
Christos Diou
OOD
336
4
0
26 May 2023
Meta Adaptive Task Sampling for Few-Domain Generalization
Zheyan Shen
Han Yu
Peng Cui
Tianyu Wang
Xingxuan Zhang
Linjun Zhou
Furui Liu
OOD
122
1
0
25 May 2023
Rethinking the Evaluation Protocol of Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2023
Han Yu
Xingxuan Zhang
Renzhe Xu
Tianyu Wang
Yue He
Peng Cui
OOD
338
18
0
24 May 2023
SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification
ACM Multimedia (ACM MM), 2023
Siyuan Huang
Bo Zhang
Ding Wang
Penglei Gao
Yikang Li
Jiaming Song
3DPC
3DGS
207
17
0
16 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Abdelwahed Khamis
Russell Tsuchida
Mohamed Tarek
V. Rolland
Lars Petersson
OT
454
31
0
08 May 2023
Moderately Distributional Exploration for Domain Generalization
International Conference on Machine Learning (ICML), 2023
Ruiqi Dai
Yonggang Zhang
Zhen Fang
Bo Han
Xinmei Tian
OOD
258
24
0
27 Apr 2023
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Cristiano Saltori
Aljovsa Ovsep
Elisa Ricci
Laura Leal-Taixé
318
20
0
23 Apr 2023
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation
Gabriel Tjio
Ping Liu
C. Kwoh
Qiufeng Wang
268
0
0
18 Apr 2023
Semantic-Aware Mixup for Domain Generalization
IEEE International Joint Conference on Neural Network (IJCNN), 2023
C. Xu
Xinmei Tian
AAML
156
3
0
12 Apr 2023
Meta-causal Learning for Single Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2023
Jin Chen
Zhiqiang Gao
Xinxiao Wu
Jiebo Luo
OOD
196
65
0
07 Apr 2023
Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains
Computer Vision and Pattern Recognition (CVPR), 2023
Min Xu
Lingyun Qin
Weijie Chen
Shiliang Pu
Lei Zhang
OOD
215
46
0
06 Apr 2023
Randomized Adversarial Style Perturbations for Domain Generalization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Taehoon Kim
Bohyung Han
AAML
190
5
0
04 Apr 2023
ALUM: Adversarial Data Uncertainty Modeling from Latent Model Uncertainty Compensation
Wei Wei
Jiahuan Zhou
Hongze Li
Yingying Wu
125
1
0
29 Mar 2023
Are Data-driven Explanations Robust against Out-of-distribution Data?
Computer Vision and Pattern Recognition (CVPR), 2023
Tang Li
Fengchun Qiao
Mengmeng Ma
Xiangkai Peng
OODD
OOD
253
15
0
29 Mar 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Won-Yong Cho
Jinha Park
Taesup Kim
CLL
264
11
0
28 Mar 2023
TFS-ViT: Token-Level Feature Stylization for Domain Generalization
Pattern Recognition (Pattern Recogn.), 2023
Mehrdad Noori
Milad Cheraghalikhani
Ali Bahri
G. A. V. Hakim
David Osowiechi
Ismail Ben Ayed
Christian Desrosiers
169
22
0
28 Mar 2023
What Can Human Sketches Do for Object Detection?
Computer Vision and Pattern Recognition (CVPR), 2023
Pinaki Nath Chowdhury
A. Bhunia
Aneeshan Sain
Subhadeep Koley
Tao Xiang
Yi-Zhe Song
ObjD
321
42
0
27 Mar 2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not
Computer Vision and Pattern Recognition (CVPR), 2023
Aneeshan Sain
A. Bhunia
Pinaki Nath Chowdhury
Subhadeep Koley
Tao Xiang
Yi-Zhe Song
VLM
392
118
0
23 Mar 2023
Improving Generalization with Domain Convex Game
Computer Vision and Pattern Recognition (CVPR), 2023
Fangrui Lv
Jian Liang
Shuang Li
Jinming Zhang
Di Liu
203
8
0
23 Mar 2023
Sharpness-Aware Gradient Matching for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2023
Pengfei Wang
Zhaoxiang Zhang
Zhen Lei
Lei Zhang
290
144
0
18 Mar 2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues
IEEE Communications Surveys and Tutorials (COMST), 2023
Mohamed Akrout
Amal Feriani
F. Bellili
A. Mezghani
Ekram Hossain
OOD
AI4CE
248
50
0
13 Mar 2023
Neuron Structure Modeling for Generalizable Remote Physiological Measurement
Computer Vision and Pattern Recognition (CVPR), 2023
Hao Lu
Zitong Yu
Xuesong Niu
Yingke Chen
198
55
0
10 Mar 2023
Domain-aware Triplet loss in Domain Generalization
Computer Vision and Image Understanding (CVIU), 2023
Kai Guo
Brian C. Lovell
OOD
259
11
0
01 Mar 2023
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2023
Samyak Jain
Sravanti Addepalli
P. Sahu
Priyam Dey
R. Venkatesh Babu
MoMe
OOD
326
27
0
28 Feb 2023
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