most citedClass Incremental Learning with Self-Supervised Pre-Training and Prototype Learning

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2024

Towards Non-Exemplar Semi-Supervised Class-Incremental Learning

Wenzhuo Liu, Fei Zhu, Cheng-Lin Liu

Deep neural networks perform remarkably well in close-world scenarios. However, novel classes emerged continually in real applications, making it necessary to learn incrementally.…

cs.CV2023★ 2 cited

Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning

Wenzhuo Liu, Xinjian Wu, Fei Zhu +3

Deep Neural Network (DNN) has achieved great success on datasets of closed class set. However, new classes, like new categories of social media topics, are continuously added to th…