On the Effectiveness of Activation Noise in Both Training and Inference for Generative Classifiers

Neurons of the brain never produce the same output twice even when the same stimuli are presented; this is because of their internal noisy biological processes. Likewise, in this work, we study activation noise jointly during training, and inference, in a generative energy-based modeling setting, an...

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Bibliographic Details
Main Authors: Milad Khademi Nori, Yiqun Ge, Il-Min Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10325517/