Chen Ye

Multi-label active learning with label correlation for image classification

2015

Label correlation analysis is very important for multi-label classification. And there is no study to measure the label correlation for example-label based active learning. In this paper, from a statistical point of view, we proposed …

GCPT: Gradient-aware Clustering Method for Efficient Post-Training Quantization in Large Neural Networks

2026

Large-scale neural network models have achieved outstanding performance across diverse tasks, but often come with expensive computational costs. In this paper, we propose a gradient-aware clustering method for post-training quantization (GCPT) in order to effectively …