Robust Anomaly Detection in Images using Adversarial Autoencoders

Robust Anomaly Detection in Images using Adversarial Autoencoders

18 January 2019

Michael Pfeiffer

Papers citing "Robust Anomaly Detection in Images using Adversarial Autoencoders"

15 / 15 papers shown

Title
ScarceGAN: Discriminative Classification Framework for Rare Class Identification for Longitudinal Data with Weak Prior Surajit Chakrabarty Rukma Talwadker Tridib Mukherjee GAN 60 3 0 02 May 2025
Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control Muhammad Aqeel Shakiba Sharifi Marco Cristani Francesco Setti 41 1 0 21 Aug 2024
Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics Minkyung Kim Junsik Kim Jongmin Yu Jun Kyun Choi 21 2 0 13 Feb 2023
Representing Camera Response Function by a Single Latent Variable and Fully Connected Neural Network Yunfeng Zhao S. Ferguson Huiyu Zhou K. Rafferty 21 3 0 08 Sep 2022
Attack-Agnostic Adversarial Detection Jiaxin Cheng Mohamed Hussein J. Billa Wael AbdAlmageed AAML 28 0 0 01 Jun 2022
Machine Learning in NextG Networks via Generative Adversarial Networks E. Ayanoglu Kemal Davaslioglu Y. Sagduyu GAN 24 34 0 09 Mar 2022
Reducing Redundancy in the Bottleneck Representation of the Autoencoders Firas Laakom Jenni Raitoharju Alexandros Iosifidis Moncef Gabbouj 33 10 0 09 Feb 2022
StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder S. Chatterjee Alessandro Sciarra M. Dünnwald Pavan Tummala Shubham Agrawal Aishwarya Jauhari Aman Kalra S. Oeltze-Jafra Oliver Speck A. Nürnberger DRL 36 16 0 31 Jan 2022
The Unreasonable Effectiveness of the Final Batch Normalization Layer Veysel Kocaman O. M. Shir T. Baeck 18 1 0 18 Sep 2021
Assessing the Quality of the Datasets by Identifying Mislabeled Samples Vaibhav Pulastya Gaurav Nuti Yash Kumar Atri Tanmoy Chakraborty NoLa 35 5 0 10 Sep 2021
Efficient Out-of-Distribution Detection Using Latent Space of $β$ -VAE for Cyber-Physical Systems Shreyas Ramakrishna Zahra Rahiminasab G. Karsai Arvind Easwaran Abhishek Dubey OODD 21 28 0 26 Aug 2021
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 17 156 0 27 Aug 2020
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification Penny Chong Lukas Ruff Marius Kloft Alexander Binder 29 35 0 24 Jan 2020
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls Shehroz S. Khan Jacob Nogas Alex Mihailidis 22 22 0 19 May 2019
Fence GAN: Towards Better Anomaly Detection Cuong Phuc Ngo Amadeus Aristo Winarto C. Kou Sojeong Park Farhan Akram H. Lee 15 93 0 02 Apr 2019