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2204.13091
Cited By
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization
27 April 2022
Ilke Çugu
Goran Frehse
Yanbei Chen
Zeynep Akata
OOD
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Papers citing
"Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"
28 / 28 papers shown
Target-Oriented Single Domain Generalization
Marzi Heidari
Yuhong Guo
VLM
151
0
0
30 Aug 2025
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection
Hongda Qin
Xiao Lu
Zhiyong Wei
Yihong Cao
Kailun Yang
Ningjiang Chen
ObjD
MLLM
VLM
331
0
0
12 May 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach
Computer Vision and Pattern Recognition (CVPR), 2025
Vaibhav Rathore
S. Bagchi
Saikat Dutta
Sarthak Mehrotra
Zsolt Kira
Biplab Banerjee
OOD
324
2
0
19 Mar 2025
Single Domain Generalization with Adversarial Memory
Hao Yan
Marzi Heidari
Yuhong Guo
808
1
0
08 Mar 2025
Single Domain Generalization with Model-aware Parametric Batch-wise Mixup
Marzi Heidari
Yuhong Guo
245
0
0
22 Feb 2025
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization
IEEE transactions on multimedia (IEEE TMM), 2024
Pengkun Jiao
Na Zhao
Yue Yu
Yu-Gang Jiang
OOD
318
3
0
05 Nov 2024
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Nikos Efthymiadis
Giorgos Tolias
Ondřej Chum
OOD
287
3
0
29 Sep 2024
FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization
IEEE International Conference on Multimedia and Expo (ICME), 2024
Yuan Liu
Shu Wang
Zhe Qu
Xingyu Li
Shichao Kan
Jianxin Wang
FedML
205
4
0
23 Sep 2024
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning
Fengyuan Dai
Siteng Huang
Min Zhang
Biao Gong
Donglin Wang
169
1
0
30 Aug 2024
Causality-inspired Latent Feature Augmentation for Single Domain Generalization
Jian Xu
Chaojie Ji
Yankai Cao
Ye Li
Ruxin Wang
OOD
327
1
0
10 Jun 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization
Songhua Liu
Xin Jin
Xingyi Yang
Jingwen Ye
Xinchao Wang
OOD
432
7
0
01 Jun 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
Computer Vision and Pattern Recognition (CVPR), 2024
M. S. Danish
Muhammad Haris Khan
Muhammad Akhtar Munir
M. Sarfraz
Mohsen Ali
ObjD
213
24
0
23 May 2024
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy
Hoang-Quan Nguyen
Thanh-Dat Truong
Khoa Luu
287
1
0
02 May 2024
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation
Heng Li
Haojin Li
Jianyu Chen
Zhongxi Qiu
Huazhu Fu
Lidai Wang
OOD
319
3
0
02 May 2024
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Haoyu Zhao
Wen-Wen Dong
Jingbo Xia
Zhou Zhao
Bo Du
Yongchao Xu
OOD
MedIm
330
7
0
18 Mar 2024
Cooperative Classification and Rationalization for Graph Generalization
The Web Conference (WWW), 2024
Linan Yue
Qi Liu
Ye Liu
Weibo Gao
Fangzhou Yao
Wenfeng Li
236
12
0
10 Mar 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations
IEEE Transactions on Image Processing (TIP), 2024
Na Wang
Lei Qi
Jintao Guo
Yinghuan Shi
Yang Gao
OOD
244
7
0
11 Jan 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization
Guangtao Zheng
Mengdi Huai
Aidong Zhang
270
29
0
20 Dec 2023
MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization
Can Sun
Hao Zheng
Zhigang Hu
Liu Yang
Meiguang Zheng
Bo Xu
237
0
0
27 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
185
7
0
05 Nov 2023
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaML
AI4TS
310
2
0
23 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization
Dongjia Zhao
Lei Qi
Xiao Shi
Yinghuan Shi
Xin Geng
309
6
0
02 Aug 2023
Frequency Decomposition to Tap the Potential of Single Domain for Generalization
British Machine Vision Conference (BMVC), 2023
Qing-sheng Yang
Hongjing Niu
Pengfei Xia
Wei Zhang
Bin Li
OOD
153
1
0
14 Apr 2023
Patch-aware Batch Normalization for Improving Cross-domain Robustness
Lei Qi
Dongjia Zhao
Yinghuan Shi
Xin Geng
OOD
195
0
0
06 Apr 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
243
15
0
29 Mar 2023
Modality-Agnostic Debiasing for Single Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2023
Sanqing Qu
Yingwei Pan
Guang-Sheng Chen
Ting Yao
Changjun Jiang
Tao Mei
158
31
0
13 Mar 2023
Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution
Jie Wang
Rui Yang
Zijie Geng
Zhihao Shi
Mingxuan Ye
Qi Zhou
Shuiwang Ji
Bin Li
Yongdong Zhang
Feng Wu
202
6
0
19 Feb 2023
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
International Conference on Machine Learning (ICML), 2022
Jianhao Yuan
Francesco Pinto
Adam Davies
Juil Sock
DiffM
348
17
0
21 Dec 2022
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