Machine learning under limited resources

Deep learning methods have led to substantial improvement of performance in many computer vision applications. However, these methods require massive resources, including data collection, label annotation, and computation, which may be insufficient in real-world applications. The constraints of reso...

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Bibliographic Details
Main Author: Zhu, Pengkai
Other Authors: Saligrama, Venkatesh
Language:en_US
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/2144/43099