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Ruipeng Zhang
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Year
A fourier-based framework for domain generalization
Q Xu, R Zhang, Y Zhang, Y Wang, Q Tian
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
7392021
Federated domain generalization with generalization adjustment
R Zhang, Q Xu, J Yao, Y Zhang, Q Tian, Y Wang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
1512023
Fourier-based augmentation with applications to domain generalization
Q Xu, R Zhang, Z Fan, Y Wang, YY Wu, Y Zhang
Pattern Recognition 139, 109474, 2023
882023
Federated adversarial domain hallucination for privacy-preserving domain generalization
Q Xu, R Zhang, Y Zhang, YY Wu, Y Wang
IEEE Transactions on Multimedia 26, 1-14, 2023
382023
Simde: A simple domain expansion approach for single-source domain generalization
Q Xu, R Zhang, YY Wu, Y Zhang, N Liu, Y Wang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
382023
Grace: A generalized and personalized federated learning method for medical imaging
R Zhang, Z Fan, Q Xu, J Yao, Y Zhang, Y Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2023
332023
Unichest: Conquer-and-divide pre-training for multi-source chest x-ray classification
T Dai, R Zhang, F Hong, J Yao, Y Zhang, Y Wang
IEEE Transactions on Medical Imaging 43 (8), 2901-2912, 2024
322024
Semi-supervised domain generalization for medical image analysis
R Zhang, Q Xu, C Huang, Y Zhang, Y Wang
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
282022
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
Z Fan, R Zhang, J Yao, B Han, Y Zhang, Y Wang
Advances in Neural Information Processing Systems 36, 2023
222023
Energy-efficient architecture for FPGA-based deep convolutional neural networks with binary weights
Y Duan, S Li, R Zhang, Q Wang, J Chen, GE Sobelman
2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), 1-5, 2018
172018
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
R Zhang, Z Fan, J Yao, Y Zhang, Y Wang
The Twelfth International Conference on Learning Representations, 2024
142024
Learning robust shape-based features for domain generalization
Y Zhang, Y Zhang, Q Xu, R Zhang
IEEE Access 8, 63748-63756, 2020
142020
Domain-conditioned normalization for test-time domain generalization
Y Jiang, Y Wang, R Zhang, Q Xu, Y Zhang, X Chen, Q Tian
European Conference on Computer Vision, 291-307, 2022
82022
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge
K Schmidt, B Bearce, K Chang, L Coombs, K Farahani, M Elbatel, ...
Medical Image Analysis 95, 103206, 2024
72024
Federated learning under partially disjoint data via manifold reshaping
Z Fan, J Yao, R Zhang, L Lyu, Y Wang, Y Zhang
Transactions on Machine Learning Research, 2023
62023
Federated learning under partially class-disjoint data via manifold reshaping
Z Fan, J Yao, R Zhang, L Lyu, Y Zhang, Y Wang
arXiv preprint arXiv:2405.18983, 2024
42024
Fairness-guided federated training for generalization and personalization in cross-silo federated learning
R Zhang, Z Fan, J Yao, Y Zhang, Y Wang
Frontiers of Information Technology & Electronic Engineering 26 (1), 42-61, 2025
12025
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Articles 1–17