Anomaly Detection With Conditional Variational Autoencoders

12 October 2020

Papers citing "Anomaly Detection With Conditional Variational Autoencoders"

47 / 47 papers shown

Title
Prior-Guided Residual Diffusion: Calibrated and Efficient Medical Image Segmentation Fuyou Mao Beining Wu Yanfeng Jiang Han Xue Yan Tang Hao Zhang MedIm 52 1 0 01 Sep 2025
Anomaly detection with spiking neural networks for LHC physics Barry M. Dillon Jim Harkin Aqib Javed 100 0 0 31 Jul 2025
Hierarchical Task Decomposition for Execution Monitoring and Error Recovery: Understanding the Rationale Behind Task Demonstrations Christoph Willibald Dongheui Lee 192 2 0 07 May 2025
Video Anomaly Detection with Contours - A Study M. Siemon I. Nikolov T. Moeslund Kamal Nasrollahi 3DH 169 0 0 25 Mar 2025
TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches Ivan Oleksiyuk Svyatoslav Voloshynovskiy Tobias Golling DiffM 204 0 0 06 Mar 2025
FL-CLEANER: byzantine and backdoor defense by CLustering Errors of Activation maps in Non-iid fedErated leaRning Mehdi Ben Ghali Reda Bellafqira Reda Bellafqira AAML FedML 264 0 0 21 Jan 2025
Cross-Attention Graph Neural Networks for Inferring Gene Regulatory Networks with Skewed Degree Distribution Jiaqi Xiong Nan Yin Yifan Sun Haoyang Li Yingxu Wang Duo Ai Fang Pan Shiyang Liang 315 0 0 10 Jan 2025
Improved Anomaly Detection through Conditional Latent Space VAE Ensembles Oskar Åström Alexandros Sopasakis UQCV BDL DRL 126 1 0 16 Oct 2024
AI-based particle track identification in scintillating fibres read out with imaging sensorsJournal of Instrumentation (JINST), 2024 Noemi Bührer Saúl Alonso-Monsalve Matthew Franks Till Dieminger D. Sgalaberna 232 1 0 14 Oct 2024
Unsupervised Hybrid framework for ANomaly Detection (HAND) -- applied to Screening Mammogram Zhemin Zhang Bhavika Patel Bhavik Patel Imon Banerjee 150 0 0 17 Sep 2024
Latent Anomaly Detection Through Density Matrices Joseph A. Gallego-Mejia Oscar A. Bustos-Brinez Fabio A. González 165 2 0 14 Aug 2024
A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks Athanasios Karapantelakis Alexandros Nikou Ajay Kattepur Jean Martins Leonid Mokrushin S. Mohalik Marin Orlic Aneta Vulgarakis Feljan 231 4 0 10 Apr 2024
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection Chenchen Tao Chong Wang Yuexian Zou Xiaohao Peng Yan Han Jiangbo Qian 207 7 0 02 Mar 2024
Unsupervised Multiple Domain Translation through Controlled Disentanglement in Variational AutoencoderIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Antonio Almudévar Théo Mariotte Alfonso Ortega Giménez Marie Tahon DRL 145 2 0 17 Jan 2024
Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments Hugo Thimonier Fabrice Popineau Arpad Rimmel Bich-Liên Doan Fabrice Daniel 177 12 0 21 Dec 2023
Deep Generative Models for Detector Signature Simulation: A Taxonomic ReviewReviews in Physics (RP), 2023 Baran Hashemi Claudius Krause 290 23 0 15 Dec 2023
Robust Errant Beam Prognostics with Conditional Modeling for Particle Accelerators Kishansingh Rajput Malachi Schram Willem Blokland Yasir Alanazi Pradeep Ramuhalli Alexander Zhukov Charles Peters Ricardo Vilalta 128 8 0 22 Nov 2023
MSS-PAE: Saving Autoencoder-based Outlier Detection from Unexpected ReconstructionPattern Recognition (Pattern Recogn.), 2023 Xu Tan Jiawei Yang Junqi Chen S. Rahardja S. Rahardja UQCV 235 4 0 03 Apr 2023
Generative Invertible Quantum Neural NetworksSciPost Physics (SciPost Phys.), 2023 Armand Rousselot M. Spannowsky BDL 203 9 0 24 Feb 2023
Anomalies, Representations, and Self-SupervisionSciPost Physics Core (SPC), 2023 B. Dillon Luigi Favaro Friedrich Feiden Tanmoy Modak Tilman Plehn 130 14 0 11 Jan 2023
Lorentz group equivariant autoencoders Zichun Hao Raghav Kansal Javier Mauricio Duarte N. Chernyavskaya BDL DRL AI4CE 226 27 0 14 Dec 2022
LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly DetectionAAAI Conference on Artificial Intelligence (AAAI), 2022 Joseph A. Gallego-Mejia Oscar A. Bustos-Brinez Fabio A. González 168 3 0 15 Nov 2022
Collaborative Anomaly Detection Ke Bai Aonan Zhang Zhizhong Li Ricardo Heano Chong-Jun Wang Lawrence Carin 119 1 0 20 Sep 2022
Smart Meter Data Anomaly Detection using Variational Recurrent Autoencoders with Attention Wenjing Dai Xiufeng Liu A. Heller P. S. Nielsen 120 7 0 08 Jun 2022
Novel Applications for VAE-based Anomaly Detection SystemsIEEE International Joint Conference on Neural Network (IJCNN), 2022 Luca Bergamin Tommaso Carraro Mirko Polato F. Aiolli DRL 85 10 0 26 Apr 2022
VAE-iForest: Auto-encoding Reconstruction and Isolation-based Anomalies Detecting Fallen Objects on Road Surface Takato Yasuno Junichiro Fujii R. Ogata Masahiro Okano 166 5 0 02 Mar 2022
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents Kushagra Pandey Avideep Mukherjee Piyush Rai Abhishek Kumar DiffM 430 138 0 02 Jan 2022
Analyzing High-Resolution Clouds and Convection using Multi-Channel VAEs Harshini Mangipudi G. Mooers Michael S. Pritchard Tom Beucler Stephan Mandt 80 2 0 01 Dec 2021
Generation Drawing/Grinding Trajectoy Based on Hierarchical CVAE Masahiro Aita Keito Sugawara S. Sakaino T. Tsuji 119 1 0 22 Nov 2021
Online-compatible Unsupervised Non-resonant Anomaly Detection Vinicius Mikuni Benjamin Nachman David Shih 181 39 0 11 Nov 2021
CVAD: A generic medical anomaly detector based on Cascade VAE Xiaoyuan Guo J. Gichoya S. Purkayastha Imon Banerjee OODD 180 9 0 29 Oct 2021
Challenges for Unsupervised Anomaly Detection in Particle Physics Katherine Fraser S. Homiller Rashmish K. Mishra B. Ostdiek M. Schwartz DRL 131 50 0 13 Oct 2021
A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it Viswanath Ganapathy Sauptik Dhar Olimpiya Saha Pelin Kurt Garberson Javad Heydari Mohak Shah 218 2 0 11 Oct 2021
Neural network based order parameter for phase transitions and its applications in high-entropy alloys Junqi Yin Zongrui Pei M. Gao 192 34 0 12 Sep 2021
Assessing the Quality of the Datasets by Identifying Mislabeled SamplesInternational Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2021 Vaibhav Pulastya Gaurav Nuti Yash Kumar Atri Tanmoy Chakraborty NoLa 166 5 0 10 Sep 2021
An Introduction to Variational Inference Ankush Ganguly Samuel W. F. Earp BDL 210 22 0 30 Aug 2021
Discriminating modelling approaches for Point in Time Economic Scenario Generation Rui Wang 81 0 0 19 Aug 2021
Margin-Aware Intra-Class Novelty Identification for Medical ImagesJournal of Medical Imaging (JMI), 2021 Xiaoyuan Guo J. Gichoya S. Purkayastha Imon Banerjee 204 6 0 31 Jul 2021
Anomaly Detection via Self-organizing MapInternational Conference on Information Photonics (ICIP), 2021 Ning Li Kaitao Jiang Zhiheng Ma Xing Wei Xiaopeng Hong Yihong Gong 148 38 0 21 Jul 2021
Anomaly Detection By Autoencoder Based On Weighted Frequency Domain Loss M. Nakanishi Kazuki Sato Hideo Terada 99 8 0 21 May 2021
Scalable Microservice Forensics and Stability Assessment Using Variational Autoencoders Prakhar Sharma Phillip A. Porras Steven Cheung James Carpenter V. Yegneswaran 76 3 0 23 Apr 2021
Anomaly Detection in Image Datasets Using Convolutional Neural Networks, Center Loss, and Mahalanobis Distance Garnik Vareldzhan K. Yurkov K. Ushenin 88 6 0 13 Apr 2021
Comparing Weak- and Unsupervised Methods for Resonant Anomaly Detection J. Collins P. Martín-Ramiro Benjamin Nachman David Shih 206 50 0 05 Apr 2021
A Living Review of Machine Learning for Particle Physics Matthew Feickert Benjamin Nachman KELM AI4CE 178 211 0 02 Feb 2021
Multi-Modal Anomaly Detection for Unstructured and Uncertain EnvironmentsConference on Robot Learning (CoRL), 2020 Tianchen Ji S. Vuppala Girish Chowdhary Katherine Driggs-Campbell DRL 107 30 0 15 Dec 2020
Novelty Detection via Robust Variational Autoencoding Chieh-Hsin Lai Dongmian Zou Gilad Lerman AAML DRL 269 6 0 09 Jun 2020
A Flexible Framework for Anomaly Detection via Dimensionality Reduction A. V. Sadr Bruce A. Bassett M. Kunz 110 15 0 09 Sep 2019