Class-Incremental Continual Learning into the eXtended DER-verse

Author:

Boschini Matteo1ORCID,Bonicelli Lorenzo1,Buzzega Pietro1,Porrello Angelo1,Calderara Simone1ORCID

Affiliation:

1. Department of Engineering “Enzo Ferrari”, University of Modena and Reggio Emilia, Via Pietro Vivarelli 10, Modena, Italy

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference75 articles.

1. GDumb: A Simple Approach that Questions Our Progress in Continual Learning

2. Class-incremental Learning with Pre-allocated Fixed Classifiers

3. Gradient based sample selection for online continual learning;aljundi;Proc Adv Neural Inf Process Syst,2019

4. Riemannian walk for incremental learning: Understanding forgetting and intransigence;chaudhry;Proc Eur Conf Comput Vis,2018

5. On tiny episodic memories in continual learning;chaudhry;Proc Int Conf Mach Learn Workshops,2019

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