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Fan Zhou
Fan Zhou
Подтвержден адрес электронной почты в домене buaa.edu.cn - Главная страница
Название
Процитировано
Процитировано
Год
Deep active learning: Unified and principled method for query and training
C Shui, F Zhou, C Gagné, B Wang
International Conference on Artificial Intelligence and Statistics, 1308-1318, 2020
1572020
Domain generalization via optimal transport with metric similarity learning
F Zhou, Z Jiang, C Shui, B Wang, B Chaib-draa
Neurocomputing 456, 469-480, 2021
94*2021
Beyond H-divergence: Domain adaptation theory with jensen-shannon divergence
C Shui, Q Chen, J Wen, F Zhou, C Gagné, B Wang
arXiv preprint arXiv:2007.15567, 2020
292020
Discriminative active learning for domain adaptation
F Zhou, C Shui, S Yang, B Huang, B Wang, B Chaib-draa
Knowledge-Based Systems 222, 106986, 2021
242021
Task Similarity Estimation Through Adversarial Multitask Neural Network
F Zhou, C Shui, M Abbasi, LÉ Robitaille, B Wang, C Gagné
IEEE Transactions on Neural Networks and Learning Systems 32, 466-480, 2021
212021
A novel domain adaptation theory with Jensen–Shannon divergence
C Shui, Q Chen, J Wen, F Zhou, C Gagné, B Wang
Knowledge-Based Systems 257, 109808, 2022
152022
Multi-task Learning by Leveraging the Semantic Information
F Zhou, B Chaib-draa, B Wang
Thirty-Fifth AAAI Conference on Artificial Intelligence 35 (12), 11088-11096, 2021
112021
Gap minimization for knowledge sharing and transfer
B Wang, JA Mendez, C Shui, F Zhou, D Wu, G Xu, C Gagné, E Eaton
Journal of Machine Learning Research 24 (33), 1-57, 2023
82023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-Stationary Environments
Q Zeng, W Wang, F Zhou, C Ling, B Wang
Thirty-Seventh AAAI Conference on Artificial Intelligence 37 (9), 11147-11155, 2023
72023
Episodic training for domain generalization using latent domains
B Huang, S Chen, F Zhou, C Zhang, F Zhang
Cognitive Systems and Signal Processing: 5th International Conference …, 2021
52021
On the value of label and semantic information in domain generalization
F Zhou, Y Chen, S Yang, B Wang, B Chaib-Draa
Neural Networks 163, 244-255, 2023
42023
Evolving domain generalization
WW Wang, G Xu, R Pu, J Li, F Zhou, C Shui, C Ling, C Gagné, B Wang
arXiv preprint arXiv:2206.00047, 2022
32022
Episodic task agnostic contrastive training for multi-task learning
F Zhou, Y Chen, J Wen, Q Zeng, C Shui, CX Ling, S Yang, B Wang
Neural Networks 162, 34-45, 2023
22023
Towards more general loss and setting in unsupervised domain adaptation
C Shui, R Pu, G Xu, J Wen, F Zhou, C Gagné, CX Ling, B Wang
IEEE Transactions on Knowledge and Data Engineering, 2023
22023
Generalizing across temporal domains with koopman operators
Q Zeng, W Wang, F Zhou, G Xu, R Pu, C Shui, C Gagné, S Yang, CX Ling, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16651 …, 2024
12024
Hessian Aware Low-Rank Weight Perturbation for Continual Learning
J Li, R Wang, Y Lai, C Shui, S Sahoo, CX Ling, S Yang, B Wang, C Gagné, ...
arXiv preprint arXiv:2311.15161, 2023
2023
MEC-Enabled Lane Change Prediction with Spatiotemporal Attention Mechanism for ITS
Y Chen, S Yang, Z Wang, Z Nan, R Wang, F Zhou, X Yan, Y Cao
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
An Efficient Driver Anomaly State Detection Approach Based on End-Cloud Integration and Unsupervised Learning
J Lu, Y Cao, R Shi, B Zhang, Y Chen, B Sun, Z Pang, F Zhou, S Yang
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
Domain Adaptive Road Perception Network of Autonomous Vehicles
R Wang, S Yang, Y Chen, R Shi, Z Li, J Lu, X Feng, F Zhou, X Yan, Y Cao
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
Directional Domain Generalization
W Wang, J Li, R Pu, G Xu, F Zhou, C Shui, C Ling, B Wang
2021
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Статьи 1–20