11 citations · 31 across the 10 of their papers we have counts for
3 papers · 1 filter
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection
Huiping Zhuang, Zhenyu Weng, Hongxin Wei +3
Class-incremental learning (CIL) learns a classification model with training data of different classes arising progressively. Existing CIL either suffers from serious accuracy loss…
Deterministic Bridge Regression for Compressive Classification
Kar-Ann Toh, Giuseppe Molteni, Zhiping Lin
Pattern classification with compact representation is an important component in machine intelligence. In this work, an analytic bridge solution is proposed for compressive classifi…
Analytic Learning of Convolutional Neural Network For Pattern Recognition
Huiping Zhuang, Zhiping Lin, Yimin Yang +1
Training convolutional neural networks (CNNs) with back-propagation (BP) is time-consuming and resource-intensive particularly in view of the need to visit the dataset multiple tim…