Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection

8 July 2019

Papers citing "Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection"

11 / 11 papers shown

Title
Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling Hao Wang Zhi-Qi Cheng Jingdong Sun Xin Yang Xiao-Jun Wu Hongyang Chen Yan Yang 33 5 0 28 Oct 2023
Understanding the limitations of self-supervised learning for tabular anomaly detection Kimberly T. Mai Toby O. Davies Lewis D. Griffin SSL 32 0 0 15 Sep 2023
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern Blake A. Hechtman Andy Davis Ruiqi Guo David Majnemer Surinder Kumar 102 22 0 28 Jun 2022
Out-of-Distribution Detection with Deep Nearest Neighbors Yiyou Sun Yifei Ming Xiaojin Zhu Yixuan Li OODD 19 488 0 13 Apr 2022
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data G. Tadesse William Ogallo C. Cintas Skyler Speakman 14 4 0 08 Mar 2022
Sparsity-based Feature Selection for Anomalous Subgroup Discovery G. Tadesse William Ogallo C. Wanjiru C. Wachira I. Mulang' V. Anand Aisha Walcott-Bryant Skyler Speakman 14 0 0 06 Jan 2022
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen Zhou Yu 27 31 0 07 Sep 2021
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate Keval Doshi Y. Yilmaz 29 92 0 10 Oct 2020
DROCC: Deep Robust One-Class Classification Sachin Goyal Aditi Raghunathan Moksh Jain H. Simhadri Prateek Jain VLM 17 159 0 28 Feb 2020
Deep Nearest Neighbor Anomaly Detection Liron Bergman Niv Cohen Yedid Hoshen UQCV 22 155 0 24 Feb 2020
Out-of-domain Detection for Natural Language Understanding in Dialog Systems Yinhe Zheng Guanyi Chen Minlie Huang 20 121 0 09 Sep 2019