Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks

Deep neural models, in recent years, have been successful in almost every field, even solving the most complex problem statements. However, these models are huge in size with millions (and even billions) of parameters, demanding heavy computation power and failing to be deployed on edge devices. Bes...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence 2022-06, Vol.44 (6), p.3048-3068
Hauptverfasser: Wang, Lin, Yoon, Kuk-Jin
Format: Artikel
Sprache:eng
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