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2106.03171
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Feature-based Style Randomization for Domain Generalization
6 June 2021
Yue Wang
Lei Qi
Yinghuan Shi
Yang Gao
OOD
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Papers citing
"Feature-based Style Randomization for Domain Generalization"
32 / 32 papers shown
Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation
Zixi Wang
Yushe Cao
Yubo Huang
Jinzhu Wei
Jingzehua Xu
Shuai Zhang
Xin Lai
140
0
0
13 Oct 2025
Explainable AI the Latest Advancements and New Trends
Bowen Long
Enjie Liu
Renxi Qiu
Yanqing Duan
XAI
739
2
0
11 May 2025
GDO:Gradual Domain Osmosis
Zixi Wang
Yushe Cao
1.1K
0
0
31 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
Neural Information Processing Systems (NeurIPS), 2024
Jintao Guo
Lei Qi
Yinghuan Shi
Yang Gao
290
2
0
08 Jan 2025
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Niloufar Alipour Talemi
Hossein Kashiani
Fatemeh Afghah
CLIP
VLM
334
2
0
25 Nov 2024
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification
Mridula Vijendran
Frederick W. B. Li
Jingjing Deng
Hubert P. H. Shum
268
0
0
03 Aug 2024
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization
Jiajun Hu
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
OOD
228
12
0
21 Jul 2024
Exclusive Style Removal for Cross Domain Novel Class Discovery
Yicheng Wang
Yifan Zhang
Junmin Liu
Kai Sun
447
4
0
26 Jun 2024
Cross-Domain Feature Augmentation for Domain Generalization
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Yingnan Liu
Yingtian Zou
Rui Qiao
Fusheng Liu
Yang Deng
Wynne Hsu
OOD
213
9
0
14 May 2024
Rethinking Domain Generalization: Discriminability and Generalizability
Shaocong Long
Qianyu Zhou
Chenhao Ying
Lizhuang Ma
Yuan Luo
OOD
AI4CE
365
25
0
28 Sep 2023
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation
ACM Multimedia (ACM MM), 2023
Muxin Liao
Shishun Tian
Yuhang Zhang
Guoguang Hua
Wenbin Zou
Xia Li
336
17
0
25 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
Towards Generalizable Morph Attack Detection with Consistency Regularization
Hossein Kashiani
Niloufar Alipour Talemi
Mohammad Saeed Ebrahimi Saadabadi
Nasser M. Nasrabadi
AAML
157
2
0
20 Aug 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation
IEEE International Conference on Computer Vision (ICCV), 2023
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
OOD
TTA
179
25
0
20 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Jintao Guo
Lei Qi
Yinghuan Shi
OOD
279
37
0
20 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization
Dongjia Zhao
Lei Qi
Xiao Shi
Yinghuan Shi
Xin Geng
312
6
0
02 Aug 2023
NormAUG: Normalization-guided Augmentation for Domain Generalization
IEEE Transactions on Image Processing (IEEE TIP), 2023
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
OOD
276
18
0
25 Jul 2023
Generalizable Metric Network for Cross-domain Person Re-identification
Lei Qi
Ziang Liu
Yinghuan Shi
Xin Geng
OOD
298
7
0
21 Jun 2023
Patch-aware Batch Normalization for Improving Cross-domain Robustness
Lei Qi
Dongjia Zhao
Yinghuan Shi
Xin Geng
OOD
208
0
0
06 Apr 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2023
Jintao Guo
Na Wang
Lei Qi
Yinghuan Shi
292
61
0
21 Mar 2023
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays
IEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Mohammad Zunaed
M. Haque
Taufiq Hasan
OOD
276
7
0
27 Feb 2023
Tackling Data Bias in Painting Classification with Style Transfer
VISIGRAPP (VISIGRAPP), 2023
Mridula Vijendran
Frederick W. B. Li
Hubert P. H. Shum
240
4
0
06 Jan 2023
BiasBed -- Rigorous Texture Bias Evaluation
Computer Vision and Pattern Recognition (CVPR), 2022
Nikolai Kalischek
Rodrigo Caye Daudt
T. Peters
Reinhard Furrer
Jan Dirk Wegner
Konrad Schindler
208
2
0
23 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts
Qi Fan
Mattia Segu
Yu-Wing Tai
Feng Yu
Chi-Keung Tang
Bernt Schiele
Dengxin Dai
209
15
0
08 Nov 2022
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models
Cheng Ma
Yang Liu
Jiankang Deng
Lingxi Xie
Weiming Dong
Changsheng Xu
VLM
VPVLM
266
61
0
04 Nov 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
187
9
0
09 Oct 2022
Style-Agnostic Reinforcement Learning
European Conference on Computer Vision (ECCV), 2022
Juyong Lee
Seokjun Ahn
Jaesik Park
111
4
0
31 Aug 2022
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
210
21
0
11 Aug 2022
Adaptive Domain Generalization via Online Disagreement Minimization
IEEE Transactions on Image Processing (IEEE TIP), 2022
Xinyu Zhang
Ying-Cong Chen
OOD
203
10
0
03 Aug 2022
MVDG: A Unified Multi-view Framework for Domain Generalization
European Conference on Computer Vision (ECCV), 2021
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
262
42
0
23 Dec 2021
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization
Jintao Guo
Lei Qi
Yinghuan Shi
Yang Gao
OOD
AI4CE
273
10
0
07 Dec 2021
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.1K
5,056
0
17 Feb 2017
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