Continual Semi-Supervised Learning
First International Workshop, CSSL 2021, Virtual Event, August 19-20, 2021, Revised Selected Papers
(Sprache: Englisch)
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...
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Klappentext zu „Continual Semi-Supervised Learning “
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.Inhaltsverzeichnis zu „Continual Semi-Supervised Learning “
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.
Bibliographische Angaben
- 2022, 1st ed. 2022, XIII, 135 Seiten, 43 farbige Abbildungen, Masse: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Fabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco
- Verlag: Springer, Berlin
- ISBN-10: 3031175867
- ISBN-13: 9783031175862
Sprache:
Englisch
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