Improving Variational Autoencoder based Out-of-Distribution Detection
for Embedded Real-time Applications

Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications

25 July 2021

Daniel Jun Xian Ng

Arvind Easwaran

Papers citing "Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications"

8 / 8 papers shown

Title
Compressing VAE-Based Out-of-Distribution Detectors for Embedded Deployment Aditya Bansal Michael Yuhas Arvind Easwaran OODD 19 0 0 02 Sep 2024
Demo Abstract: Real-Time Out-of-Distribution Detection on a Mobile Robot Michael Yuhas Arvind Easwaran OODD 13 3 0 15 Nov 2022
Design Methodology for Deep Out-of-Distribution Detectors in Real-Time Cyber-Physical Systems Michael Yuhas Daniel Jun Xian Ng Arvind Easwaran OODD 11 8 0 29 Jul 2022
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data R. Kaur Kaustubh Sridhar Sangdon Park Susmit Jha Anirban Roy O. Sokolsky Insup Lee OODD AI4TS 144 0 0 24 Jul 2022
Meta-learning for Out-of-Distribution Detection via Density Estimation in Latent Space Tomoharu Iwata Atsutoshi Kumagai OODD 6 2 0 20 Jun 2022
Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection Thomas Power Dmitry Berenson 22 29 0 10 May 2022
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems Feiyang Cai X. Koutsoukos OODD 121 73 0 28 Jan 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016