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Continual Semi-Supervised Learning = First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Continual Semi-Supervised Learning/ edited by Fabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco.
Reminder of title:	First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers /
other author:	Cuzzolin, Fabio.
Description:	XIII, 135 p. 47 illus., 43 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-031-17587-9
ISBN:	9783031175879

Continual Semi-Supervised Learning = First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers /
Continual Semi-Supervised LearningFirst International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers /[electronic resource] :edited by Fabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco. - 1st ed. 2022. - XIII, 135 p. 47 illus., 43 illus. in color.online resource. - Lecture Notes in Artificial Intelligence,134182945-9141 ;. - Lecture Notes in Artificial Intelligence,13406.

International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines -- Unsupervised Continual Learning Via Pseudo Labels -- Transfer and Continual Supervised Learning for Robotic Grasping through Grasping Features -- Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach -- Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments -- A Benchmark and Empirical Analysis for Replay Methods in Continual Learning -- SPeCiaL: Self-Supervised Pretraining for Continual Learning -- Distilled Replay: Overcoming Forgetting through Synthetic Samples -- Self-supervised Novelty Detection for Continual Learning: A Gradient-based Approach Boosted by Binary Classification.

This book constitutes the proceedings of the First International Workshop on Continual Semi-Supervised Learning, CSSL 2021, which took place as a virtual event during August 2021.The 9 full papers and 0 short papers included in this book were carefully reviewed and selected from 14 submissions.

ISBN: 9783031175879

Standard No.: 10.1007/978-3-031-17587-9doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Continual Semi-Supervised Learning = First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers /
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