Novelty Detection with GAN

28 February 2018

Papers citing "Novelty Detection with GAN"

26 / 26 papers shown

Title
On the link between generative semi-supervised learning and generative open-set recognition E. Engelbrecht Johan A. du Preez GAN 13 2 0 21 Mar 2023
KL Regularized Normalization Framework for Low Resource Tasks Neeraj Kumar Ankur Narang Brejesh Lall 21 1 0 21 Dec 2022
Keeping Deep Lithography Simulators Updated: Global-Local Shape-Based Novelty Detection and Active Learning Hao-Chiang Shao Hsing-Lei Ping Kuo-shiuan Chen Weng-Tai Su Chia-Wen Lin Shao-Yun Fang Pin-Yian Tsai Yan-Hsiu Liu 19 7 0 24 Jan 2022
Enhanced Isotropy Maximization Loss: Seamless and High-Performance Out-of-Distribution Detection Simply Replacing the SoftMax Loss David Macêdo Teresa B Ludermir OODD 19 12 0 30 May 2021
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 31 20 0 10 May 2021
Unsupervised Class-Incremental Learning Through Confusion Shivam Khare Kun Cao James M. Rehg SSL CLL 11 6 0 09 Apr 2021
Towards creativity characterization of generative models via group-based subset scanning C. Cintas Payel Das Brian Quanz Skyler Speakman Victor Akinwande Pin-Yu Chen 14 11 0 01 Apr 2021
Comparison of Anomaly Detectors: Context Matters V. Škvára Jan Francå Matěj Zorek Tomás Pevný Václav Smídl 6 9 0 11 Dec 2020
$$\ell_p$-Norm Multiple Kernel One-Class Fisher Null-Space$ $\ell_p$ -Norm Multiple Kernel One-Class Fisher Null-Space Shervin Rahimzadeh Arashloo 8 0 0 19 Aug 2020
Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis Masoumeh Zareapoor Pourya Shamsolmoali Jie Yang 25 98 0 07 Aug 2020
Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks Pourya Shamsolmoali Masoumeh Zareapoor Linlin Shen A. Sadka Jie Yang GAN MedIm 6 65 0 05 Apr 2020
Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition Jens Bayer David Münch Michael Arens 11 0 0 03 Mar 2020
Unsupervised Out-of-Distribution Detection with Batch Normalization Jiaming Song Yang Song Stefano Ermon OODD 12 22 0 21 Oct 2019
Out-of-domain Detection for Natural Language Understanding in Dialog Systems Yinhe Zheng Guanyi Chen Minlie Huang 18 121 0 09 Sep 2019
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data Zheng Gao Lin Guo Chi Ma Xiao Ma Kai Sun Hang Xiang Xiaoqiang Zhu Hongsong Li Xiaozhong Liu 17 5 0 12 Jul 2019
Outlier Exposure with Confidence Control for Out-of-Distribution Detection Aristotelis-Angelos Papadopoulos Mohammad Reza Rajati Nazim Shaikh Jiamian Wang OODD 14 1 0 08 Jun 2019
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Chieh-Hsin Lai Dongmian Zou Gilad Lerman UQCV 12 58 0 30 Mar 2019
The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning Benjamin J. Meyer Tom Drummond 9 33 0 27 Feb 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 22 1,475 0 10 Jan 2019
OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Alexandre Ramé Emilien Garreau H. Ben-younes Charles Ollion ObjD 27 17 0 06 Dec 2018
Anomaly Detection With Multiple-Hypotheses Predictions D. Nguyen Zhongyu Lou Michael Klar Thomas Brox 17 1 0 31 Oct 2018
A Less Biased Evaluation of Out-of-distribution Sample Detectors Alireza Shafaei Mark W. Schmidt James J. Little OODD 19 58 0 13 Sep 2018
Uncertainty in the Variational Information Bottleneck Alexander A. Alemi Ian S. Fischer Joshua V. Dillon 15 96 0 02 Jul 2018
q-Space Novelty Detection with Variational Autoencoders A. Vasilev Vladimir Golkov Marc Meissner I. Lipp Eleonora Sgarlata V. Tomassini Derek K. Jones Daniel Cremers DRL 12 59 0 08 Jun 2018
Detecting Anomalous Faces with Ño Peeking' Autoencoders Anand Bhattad Jason Rock David A. Forsyth CVBM 15 15 0 15 Feb 2018
Safer Classification by Synthesis William Wang Angelina Wang Aviv Tamar Xi Chen Pieter Abbeel 21 41 0 22 Nov 2017