03521nam 22007455 450 991061620740332120251225213436.09783031175879303117587510.1007/978-3-031-17587-9(CKB)5690000000035315(MiAaPQ)EBC7102184(Au-PeEL)EBL7102184(PPN)264953436(BIP)85817881(BIP)85466713(DE-He213)978-3-031-17587-9(EXLCZ)99569000000003531520220927d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierContinual Semi-Supervised Learning First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers /edited by Fabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (148 pages)Lecture Notes in Artificial Intelligence,2945-9141 ;13418Includes index.9783031175862 3031175867 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.Lecture Notes in Artificial Intelligence,2945-9141 ;13418Artificial intelligenceComputer engineeringComputer networksEducationData processingSocial sciencesData processingArtificial IntelligenceComputer Engineering and NetworksComputers and EducationComputer Application in Social and Behavioral SciencesArtificial intelligence.Computer engineering.Computer networks.EducationData processing.Social sciencesData processing.Artificial Intelligence.Computer Engineering and Networks.Computers and Education.Computer Application in Social and Behavioral Sciences.006.31006.31Cuzzolin FabioCannons KevinLomonaco VincenzoMiAaPQMiAaPQMiAaPQBOOK9910616207403321Continual semi-supervised learning3039154UNINA