Anomaly Detection in Particulate Matter Sensor using Hypothesis Pruning
Generative Adversarial Network

v1v2 (latest)

Anomaly Detection in Particulate Matter Sensor using Hypothesis Pruning Generative Adversarial Network

ETRI Journal (ETRI J.), 2019

2 December 2019

Yeonghyeon Park

ArXiv (abs)PDF HTML

Papers citing "Anomaly Detection in Particulate Matter Sensor using Hypothesis Pruning Generative Adversarial Network"

9 / 9 papers shown

Title
Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data Marcella Astrid Muhammad Zaigham Zaheer Seung-Ik Lee UQCV 146 1 0 24 Mar 2024
Excision And Recovery: Visual Defect Obfuscation Based Self-Supervised Anomaly Detection Strategy Yeonghyeon Park Sungho Kang Myung Jin Kim Yeonho Lee Hyeong Seok Kim Juneho Yi AAML 322 4 0 06 Oct 2023
Neural Network Training Strategy to Enhance Anomaly Detection Performance: A Perspective on Reconstruction Loss AmplificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Yeonghyeon Park Sungho Kang Myung Jin Kim Hyeonho Jeong H. Park Hyeong Seok Kim Juneho Yi 219 6 0 28 Aug 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomaliesNeurocomputing (Neurocomputing), 2023 Marcella Astrid M. Zaheer Seung-Ik Lee 193 25 0 19 Mar 2023
Concise Logarithmic Loss Function for Robust Training of Anomaly Detection Model Yeonghyeon Park AAML 101 4 0 15 Jan 2022
Latent Vector Expansion using Autoencoder for Anomaly Detection U. Gim Yeonghyeon Park DRL 78 0 0 05 Jan 2022
Efficient Non-Compression Auto-Encoder for Driving Noise-based Road Surface Anomaly DetectionIEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING (IEEJ Trans. Electr. Electron. Eng.), 2021 Yeonghyeon Park JongHee Jung 330 4 0 22 Nov 2021
Anomaly Detection Based on Multiple-Hypothesis Autoencoder Joonsung Lee Yeonghyeon Park 84 1 0 07 Jul 2021
Non-Compression Auto-Encoder for Detecting Road Surface Abnormality via Vehicle Driving Noise Yeonghyeon Park JongHee Jung 132 2 0 24 Mar 2021