Neural network compression techniques for out-of-distribution detection

One of the key challenges in deploying ML models on embedded systems are the numerous resource constraints, for instance, memory footprint, response time, and power consumption. Such real-time systems require resource-efficient models with low inference time while maintaining reasonable accuracy. In...

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Bibliographic Details
Main Author: Bansal, Aditya
Other Authors: Arvind Easwaran
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/159148