Improving Model Capacity of Quantized Networks with Conditional Computation

Network quantization becomes a crucial step when deploying deep models to the edge devices as it is hardware-friendly, offers memory and computational advantages, but it also suffers performance degradation as the result of limited representation capability. We address this issue by introducing cond...

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Bibliographic Details
Main Authors: Phuoc Pham, Jaeyong Chung
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/8/886