Continual Semi-Supervised Learning : First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers / / edited by Fabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco
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| Titolo: |
Continual Semi-Supervised Learning : First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers / / edited by Fabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Edizione: | 1st ed. 2022. |
| Descrizione fisica: | 1 online resource (148 pages) |
| Disciplina: | 006.31 |
| Soggetto topico: | Artificial intelligence |
| Computer engineering | |
| Computer networks | |
| Education - Data processing | |
| Social sciences - Data processing | |
| Artificial Intelligence | |
| Computer Engineering and Networks | |
| Computers and Education | |
| Computer Application in Social and Behavioral Sciences | |
| Persona (resp. second.): | CuzzolinFabio |
| CannonsKevin | |
| LomonacoVincenzo | |
| Note generali: | Includes index. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Continual semi-supervised learning |
| ISBN: | 9783031175879 |
| 3031175875 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910616207403321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Artificial Intelligence, . 2945-9141 ; ; 13418