When Is Handcrafting Not a Curse?

Recently, with the proliferation of deep learning, there is a strong trend of abandoning handcrafted sys- tems/features in machine learning and AI by replacing them with “end-to-end” systems “learned from scratch”. These learning paradigms have achieved tremendous success. Researchers show that lear...

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Bibliographic Details
Main Authors: Liao, Qianli, Poggio, Tomaso
Format: Technical Report
Language:en_US
Published: 2018
Online Access:http://hdl.handle.net/1721.1/119833