1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.CV2025
A Dynamic Knowledge Distillation Method Based on the Gompertz Curve
Han Yang, Guangjun Qin
This paper introduces a novel dynamic knowledge distillation framework, Gompertz-CNN, which integrates the Gompertz growth model into the training process to address the limitation…
cs.CV2024
Research on fusing topological data analysis with convolutional neural network
Yang Han, Qin Guangjun, Liu Ziyuan +3
Convolutional Neural Network (CNN) struggle to capture the multi-dimensional structural information of complex high-dimensional data, which limits their feature learning capability…
cs.LG2024★ 1 cited
LightGBM robust optimization algorithm based on topological data analysis
Han Yang, Guangjun Qin, Ziyuan Liu +2
To enhance the robustness of the Light Gradient Boosting Machine (LightGBM) algorithm for image classification, a topological data analysis (TDA)-based robustness optimization algo…