ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions

2 January 2022

Papers citing "ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions"

26 / 76 papers shown

Title
Anomaly Detection with Variance Stabilized Density Estimation Amit Rozner Barak Battash Henry Li Lior Wolf Ofir Lindenbaum 44 2 0 01 Jun 2023
AnoRand: A Semi Supervised Deep Learning Anomaly Detection Method by Random Labeling M. Z. A. Mayaki M. Riveill 29 1 0 28 May 2023
Unsupervised Anomaly Detection with Rejection Lorenzo Perini Jesse Davis 40 7 0 22 May 2023
Inclusive FinTech Lending via Contrastive Learning and Domain Adaptation Xiyang Hu Yan-ping Huang Beibei Li Tian Lu FaML 13 1 0 10 May 2023
Unsupervised anomaly detection algorithms on real-world data: how many do we need? Roel Bouman Z. Bukhsh Tom Heskes 29 15 0 01 May 2023
Two-phase Dual COPOD Method for Anomaly Detection in Industrial Control System Emmanuel Aboah Boateng Jerry Bruce 22 0 0 30 Apr 2023
Anomaly Detection via Gumbel Noise Score Matching Ahsan Mahmood Junier Oliva Martin Styner 24 1 0 06 Apr 2023
MSS-PAE: Saving Autoencoder-based Outlier Detection from Unexpected Reconstruction Xu Tan Jiawei Yang Junqi Chen S. Rahardja S. Rahardja UQCV 25 1 0 03 Apr 2023
Neighborhood Averaging for Improving Outlier Detectors Jiawei Yang S. Rahardja Pasi Fränti 21 3 0 17 Mar 2023
Multimodal Industrial Anomaly Detection via Hybrid Fusion Yue Wang Jinlong Peng Jiangning Zhang Ran Yi Yabiao Wang Chengjie Wang 3DPC 83 87 0 01 Mar 2023
Zero-Shot Anomaly Detection via Batch Normalization Aodong Li Chen Qiu Marius Kloft Padhraic Smyth Maja R. Rudolph Stephan Mandt 30 0 0 15 Feb 2023
ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models Dongha Kim Jaesung Hwang Jongjin Lee Kunwoong Kim Yongdai Kim OODD 28 1 0 11 Jan 2023
Malicious Source Code Detection Using Transformer Chen Tsfaty Michael Fire 37 4 0 16 Sep 2022
Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection Hongzuo Xu Yijie Wang Songlei Jian Qing Liao Yongjun Wang Guansong Pang AI4TS 21 40 0 25 Jul 2022
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection Marius Dragoi Elena Burceanu Emanuela Haller Andrei Manolache Florin Brad OOD 23 18 0 30 Jun 2022
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs Kay Liu Yingtong Dou Yue Zhao Xueying Ding Xiyang Hu ... Lichao Sun Jundong Li George H. Chen Zhihao Jia Philip S. Yu OOD 23 90 0 21 Jun 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 41 296 0 19 Jun 2022
Deep Isolation Forest for Anomaly Detection Hongzuo Xu Guansong Pang Yijie Wang Yongjun Wang 50 183 0 14 Jun 2022
Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection J. Zhang Di Wu Benoit Boulet AI4TS 24 8 0 19 May 2022
PyGOD: A Python Library for Graph Outlier Detection Kay Liu Yingtong Dou Xueying Ding Xiyang Hu Ruitong Zhang Hao Peng Kai Shu Philip S. Yu AI4TS 24 50 0 26 Apr 2022
Capturing the Denoising Effect of PCA via Compression Ratio Chandra Sekhar Mukherjee Nikhil Doerkar Jiapeng Zhang 19 3 0 22 Apr 2022
Quadratic Neuron-empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection Jing-Xiao Liao Bo-Jian Hou Hangcheng Dong Hao Zhang Xiaoge Zhang Jinwei Sun Shiping Zhang Fenglei Fan 26 4 0 02 Apr 2022
Model-Agnostic Multi-Agent Perception Framework Runsheng Xu Weizhe (Wesley) Chen Hao Xiang Lantao Liu Jiaqi Ma FedML 22 59 0 24 Mar 2022
Captcha Attack: Turning Captchas Against Humanity Mauro Conti Luca Pajola Pier Paolo Tricomi AAML 27 6 0 11 Jan 2022
TOD: GPU-accelerated Outlier Detection via Tensor Operations Yue Zhao George H. Chen Zhihao Jia AI4TS 32 8 0 26 Oct 2021
Enhancing Unsupervised Anomaly Detection with Score-Guided Network Zongyuan Huang Baohua Zhang Guoqiang Hu Longyuan Li Yanyan Xu Yaohui Jin 45 16 0 10 Sep 2021