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Zixuan Hu
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Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning
Z Hu, L Shen, Z Wang, T Liu, C Yuan, D Tao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
102023
Task-adaptive Feature Disentanglement and Hallucination for Few-shot Classification
Z Hu, L Shen, S Lai, C Yuan
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023
82023
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
Z Hu, L Shen, Z Wang, B Wu, C Yuan, D Tao
International Conference on Machine Learning (ICML), 2023
72023
Quasi-Developable B-Spline Surface Design with Control Rulings
Z Hu, P Bo, C Zhang
Journal of Computer Science and Technology 37 (5), 1221-1238, 2022
22022
FREE: Faster and Better Data-Free Meta-Learning
Y Wei, Z Hu, L Shen, Z Wang, C Yuan, D Tao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
12024
Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications
Z Hu, Y Wei, L Shen, Z Wang, L Li, C Yuan, D Tao
International Conference on Machine Learning (ICML), 2024
2024
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models
Y Wei, Z Hu, L Shen, Z Wang, Y Li, C Yuan, D Tao
International Conference on Machine Learning (ICML), 2024
2024
Meta-Learning without Data via Unconditional Diffusion Models
Y Wei, Z Hu, L Shen, Z Wang, L Li, Y Li, C Yuan
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024
2024
Task-Distributionally Robust Data-Free Meta-Learning
Z Hu, L Shen, Z Wang, Y Wei, B Wu, C Yuan, D Tao
arXiv preprint arXiv:2311.14756, 2023
2023
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