Learning by Seeing More Classes.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023
Training with scaled logits to alleviate class-level over-fitting in few-shot learning.
Neurocomputing, 2023
Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2022
A deep learning improved numerical method for the simulation of rogue waves of nonlinear Schrödinger equation.
Commun. Nonlinear Sci. Numer. Simul., 2021
Class Forge: Boosting Feature Encoder for Few-Shot Learning with Synthesized Classes.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
GSS: Graph-Based Subspace Learning with Shots Initialization for few-shot Recognition.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Fast Text/non-Text Image Classification with Knowledge Distillation.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Fast genre classification of web images using global and local features.
CAAI Trans. Intell. Technol., 2018