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020 _a9783031175879
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024 7 _a10.1007/978-3-031-17587-9
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050 4 _aQ334-342
050 4 _aTA347.A78
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_2bicssc
072 7 _aCOM004000
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082 0 4 _a006.3
_223
245 1 0 _aContinual Semi-Supervised Learning
_h[electronic resource] :
_bFirst International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers /
_cedited by Fabio Cuzzolin, Kevin Cannons, Vincenzo Lomonaco.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXIII, 135 p. 47 illus., 43 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13418
505 0 _aInternational 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.
520 _aThis 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.
650 0 _aArtificial intelligence.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aEducation
_xData processing.
650 0 _aSocial sciences
_xData processing.
650 1 4 _aArtificial Intelligence.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aComputers and Education.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
700 1 _aCuzzolin, Fabio.
_eeditor.
_0(orcid)
_10000-0002-9271-2130
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aCannons, Kevin.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLomonaco, Vincenzo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031175862
776 0 8 _iPrinted edition:
_z9783031175886
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13418
856 4 0 _uhttps://doi.org/10.1007/978-3-031-17587-9
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