no code implementations • 9 Dec 2023 • Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
AdaPruner can still significantly enhance model performance even after pruning up to 10-30\% of the training data.
no code implementations • 27 Nov 2023 • Suorong Yang, Geng Zhang, Jian Zhao, Furao Shen
Interpolation methodologies have been widely used within the domain of indoor positioning systems.
no code implementations • 29 Nov 2022 • Suorong Yang, Jinqiao Li, Jian Zhao, Furao Shen
The experimental results on various datasets and CNN models verify that the proposed method outperforms other previous data augmentation methods in image classification tasks.
no code implementations • 21 Jun 2022 • Yuanjie Yan, Suorong Yang, Yan Wang, Jian Zhao, Furao Shen
From the perspective of this framework, we review those subtasks and give a unified interpretation of various scenarios.
no code implementations • 19 Apr 2022 • Suorong Yang, Weikang Xiao, Mengchen Zhang, Suhan Guo, Jian Zhao, Furao Shen
By improving the quantity and diversity of training data, data augmentation has become an inevitable part of deep learning model training with image data.