Unsupervised Deep One-Class Classification with Adaptive Threshold based
on Training Dynamics

Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics

13 February 2023

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Papers citing "Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics"

11 / 11 papers shown

Title
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 112 32 0 11 Jan 2024
One-Class Classification: A Survey Pramuditha Perera Poojan Oza Vishal M. Patel 82 113 0 08 Jan 2021
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 117 800 0 24 Sep 2020
Classification-Based Anomaly Detection for General Data Liron Bergman Yedid Hoshen 49 351 0 05 May 2020
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection Guansong Pang Cheng Yan Chunhua Shen Anton Van Den Hengel Xiao Bai 61 209 0 15 Mar 2020
DROCC: Deep Robust One-Class Classification Sachin Goyal Aditi Raghunathan Moksh Jain H. Simhadri Prateek Jain VLM 82 164 0 28 Feb 2020
Identifying Mislabeled Data using the Area Under the Margin Ranking Geoff Pleiss Tianyi Zhang Ethan R. Elenberg Kilian Q. Weinberger NoLa 89 272 0 28 Jan 2020
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Chieh-Hsin Lai Dongmian Zou Gilad Lerman UQCV 48 61 0 30 Mar 2019
OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations Pramuditha Perera Ramesh Nallapati Bing Xiang 113 526 0 20 Mar 2019
One-Class Convolutional Neural Network Poojan Oza Vishal M. Patel 60 161 0 24 Jan 2019
An Empirical Study of Example Forgetting during Deep Neural Network Learning Mariya Toneva Alessandro Sordoni Rémi Tachet des Combes Adam Trischler Yoshua Bengio Geoffrey J. Gordon 115 734 0 12 Dec 2018