21 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 3 cited
Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers
Wenju Sun, Qingyong Li, Jing Zhang +3
The exemplar-free class incremental learning requires classification models to learn new class knowledge incrementally without retaining any old samples. Recently, the framework ba…
cs.CV2019★ 21 cited
Few-Shot Learning via Saliency-guided Hallucination of Samples
Hongguang Zhang, Jing Zhang, Piotr Koniusz
Learning new concepts from a few of samples is a standard challenge in computer vision. The main directions to improve the learning ability of few-shot training models include (i)…