5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.CV2021
Class-incremental Learning with Rectified Feature-Graph Preservation
Cheng-Hsun Lei, Yi-Hsin Chen, Wen-Hsiao Peng +1
In this paper, we address the problem of distillation-based class-incremental learning with a single head. A central theme of this task is to learn new classes that arrive in seque…
cs.CV2019★ 5 cited
A Preliminary Study on Data Augmentation of Deep Learning for Image Classification
Benlin Hu, Cheng Lei, Dong Wang +2
Deep learning models have a large number of freeparameters that need to be calculated by effective trainingof the models on a great deal of training data to improvetheir generaliza…