Improved Anomaly Detection by Using the Attention-Based Isolation Forest

5 October 2022

Papers citing "Improved Anomaly Detection by Using the Attention-Based Isolation Forest"

26 / 26 papers shown

Title
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection Neelu Madan Nicolae-Cătălin Ristea Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah ViT MedIm 304 69 0 25 Sep 2022
AGBoost: Attention-based Modification of Gradient Boosting Machine A. Konstantinov Lev V. Utkin Stanislav R. Kirpichenko ODL 31 7 0 12 Jul 2022
Attention and Self-Attention in Random Forests Lev V. Utkin A. Konstantinov 49 5 0 09 Jul 2022
Deep Isolation Forest for Anomaly Detection Hongzuo Xu Guansong Pang Yijie Wang Yongjun Wang 66 198 0 14 Jun 2022
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization Chaoqin Huang Qinwei Xu Yanfeng Wang Yu Wang Ya Zhang 60 68 0 13 May 2022
Attention-based Random Forest and Contamination Model Lev V. Utkin A. Konstantinov 53 33 0 08 Jan 2022
Neural Attention Models in Deep Learning: Survey and Taxonomy Alana de Santana Correia Esther Colombini MLAU 43 18 0 11 Dec 2021
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection Nicolae-Cătălin Ristea Neelu Madan Radu Tudor Ionescu Kamal Nasrollahi Fahad Shahbaz Khan T. Moeslund M. Shah 69 193 0 17 Nov 2021
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 280 926 0 21 Oct 2021
Dive into Deep Learning Aston Zhang Zachary Chase Lipton Mu Li Alexander J. Smola VLM 77 568 0 21 Jun 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 123 1,124 0 08 Jun 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 52 187 0 31 Mar 2021
Understanding Attention: In Minds and Machines S. P. Sawant Shruti Singh 38 1 0 04 Dec 2020
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 104 797 0 24 Sep 2020
Multivariate Time-series Anomaly Detection via Graph Attention Network Hang Zhao Yujing Wang Juanyong Duan Congrui Huang Defu Cao Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 44 432 0 04 Sep 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 178 923 0 06 Jul 2020
Random Features for Kernel Approximation: A Survey on Algorithms, Theory, and Beyond Fanghui Liu Xiaolin Huang Yudong Chen Johan A. K. Suykens BDL 95 174 0 23 Apr 2020
Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art Mohammad Braei Sebastian Wagner AI4TS 26 194 0 01 Apr 2020
Functional Isolation Forest Guillaume Staerman Pavlo Mozharovskyi Stephan Clémençon Florence dÁlché-Buc 347 45 0 09 Apr 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 124 657 0 05 Apr 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 154 1,494 0 10 Jan 2019
Extended Isolation Forest Li Tang Konstantinos Konstantinidis R. Brunner 143 290 0 06 Nov 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 674 131,414 0 12 Jun 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 374 7,959 0 17 Aug 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 334 10,067 0 10 Feb 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 535 27,295 0 01 Sep 2014