Adversarially Learned One-Class Classifier for Novelty Detection

v1v2 (latest)

Adversarially Learned One-Class Classifier for Novelty Detection

25 February 2018

Mohammad Sabokrou

Mohammad Khalooei

ArXiv (abs)PDF HTML

Papers citing "Adversarially Learned One-Class Classifier for Novelty Detection"

13 / 163 papers shown

Title
Deep CNN-based Multi-task Learning for Open-Set Recognition Poojan Oza Vishal M. Patel 79 35 0 07 Mar 2019
Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier Yuxing Tang Youbao Tang Mei Han Jing Xiao Ronald M. Summers MedIm GAN 80 63 0 05 Mar 2019
Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier Poojan Oza Vishal M. Patel 119 31 0 04 Mar 2019
Towards a Framework to Manage Perceptual Uncertainty for Safe Automated Driving Krzysztof Czarnecki Rick Salay 71 60 0 03 Mar 2019
Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection S. Akçay Amir Atapour-Abarghouei T. Breckon UQCV 121 381 0 25 Jan 2019
One-Class Convolutional Neural Network Poojan Oza Vishal M. Patel 85 162 0 24 Jan 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 185 1,499 0 10 Jan 2019
Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance Taylor Denouden Rick Salay Krzysztof Czarnecki Vahdat Abdelzad Buu Phan Sachin Vernekar OODD 69 123 0 06 Dec 2018
Generative Probabilistic Novelty Detection with Adversarial Autoencoders Stanislav Pidhorskyi Ranya Almohsen Donald Adjeroh Gianfranco Doretto UQCV 74 323 0 06 Jul 2018
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders Paul Bergmann Sindy Löwe Michael Fauser David Sattlegger C. Steger 129 671 0 05 Jul 2018
Latent Space Autoregression for Novelty Detection Davide Abati Angelo Porrello Simone Calderara Rita Cucchiara 138 435 0 04 Jul 2018
AVID: Adversarial Visual Irregularity Detection Mohammad Sabokrou M. PourReza Mohsen Fayyaz R. Entezari M. Fathy Jürgen Gall Ehsan Adeli GAN 73 90 0 24 May 2018
Sometimes You Want to Go Where Everybody Knows your Name Reuben Brasher Nat Roth Justin Wagle 57 0 0 30 Jan 2018