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Zicheng Liu (刘梓丞) |
News
- [2022.07] One paper (Oral) on data augmentation has been accepted by ECCV2022.
- [2022.01] Open source a toolbox, openmixup, for supervised, self- and semi-unsupervised representation learning based on PyTorch, especially for mixup-related methods, many thanks to Siyuan Li for his great contribution.
- [2021.10] One paper on deep clustering has been accepted by WACV2022, congrats to Lirong Wu.
- [2020.09] Got my B.S. degree!
Research Interest
Currently, I focus on the Data-efficient Deep Learning:- General Data Augmentation
- Semi-supervised Learning
- Transfer Learning
Education
- 2020.09-present Ph.D at CAIRI, Westlake University. Supervisor: Prof. Stan Z. Li
- 2016.09-2020.06 B.Sc. at University of Liverpool. Supervisor: Prof. Feng Zhao
Publications
Conferences:
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AutoMix: Unveiling the Power of Mixup for Stronger Classifiers |
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Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation |
Services
Membership:
- IEEE, Student Member, 2022-present
Reviewer:
- AAAI Conference on Artificial Intelligence (AAAI)
- International Conference on Learning Representations (ICLR)
- Conference and Workshop on Neural Information Processing Systems (NIPS)
- International Conference on Machine Learning (ICML)
- International Joint Conference on Artificial Intelligence (IJCAI)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)