no code implementations • 5 Sep 2023 • Ryan Humble, William Colocho, Finn O'Shea, Daniel Ratner, Eric Darve
Significant advances in utilizing deep learning for anomaly detection have been made in recent years.
no code implementations • 26 Jan 2023 • Ryan Humble, Zhe Zhang, Finn O'Shea, Eric Darve, Daniel Ratner
While complex systems often have a wealth of data, labeled anomalies are typically rare (or even nonexistent) and expensive to acquire.
1 code implementation • 4 Nov 2022 • Ryan Humble, Maying Shen, Jorge Albericio Latorre, Eric Darve1, Jose M. Alvarez
Structured channel pruning has been shown to significantly accelerate inference time for convolution neural networks (CNNs) on modern hardware, with a relatively minor loss of network accuracy.