One-Class Convolutional Neural Network

24 January 2019

Papers citing "One-Class Convolutional Neural Network"

50 / 51 papers shown

Title
Learning Unknown Spoof Prompts for Generalized Face Anti-Spoofing Using Only Real Face Images Fangling Jiang Qi Li Weining Wang Wei Shen Bing Liu Zhenan Sun AAML 41 0 0 06 May 2025
Interpretable Transformation and Analysis of Timelines through Learning via Surprisability O. Mokryn Teddy Lazebnik Hagit Ben-Shoshan AI4TS 67 0 0 06 Mar 2025
Tighten The Lasso: A Convex Hull Volume-based Anomaly Detection Method Uri Itai Asael Bar Ilan Teddy Lazebnik 73 1 0 25 Feb 2025
Chromosomal Structural Abnormality Diagnosis by Homologous Similarity Juren Li Fanzhe Fu Ran Wei Yifei Sun Zeyu Lai Ning Song Xin Chen Yang Yang 35 1 0 11 Jul 2024
Anomaly Detection by Context Contrasting Alain Ryser Thomas M. Sutter Alexander Marx Julia E. Vogt 48 0 0 29 May 2024
Critical Review for One-class Classification: recent advances and the reality behind them Toshitaka Hayashi Dalibor Cimr Hamido Fujita R. Cimler 56 1 0 27 Apr 2024
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing Kartik Narayan Vishal M. Patel CVBM 43 1 0 22 Apr 2024
Local and Global Information in Obstacle Detection on Railway Tracks Matthias Brucker Andrei Cramariuc Cornelius von Einem Roland Siegwart Cesar Cadena 22 8 0 28 Jul 2023
Image Outlier Detection Without Training using RANSAC Chen-Han Tsai Yu-Shao Peng 21 0 0 23 Jul 2023
PAD: Towards Principled Adversarial Malware Detection Against Evasion Attacks Deqiang Li Shicheng Cui Yun Li Jia Xu Fu Xiao Shouhuai Xu AAML 54 18 0 22 Feb 2023
Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics Minkyung Kim Junsik Kim Jongmin Yu Jun Kyun Choi 19 2 0 13 Feb 2023
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge Coen de Vente Koen A. Vermeer Nicolas Jaccard He Wang Hongyi Sun ... Abdul Qayyum Imran Razzak Bram van Ginneken H. Lemij Clara I. Sánchez 29 56 0 03 Feb 2023
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Nicolas Larue Ngoc-Son Vu Vitomir Štruc Peter Peer V. Christophides AAML 35 27 0 21 Nov 2022
Learning The Likelihood Test With One-Class Classifiers for Physical Layer Authentication Francesco Ardizzon Stefano Tomasin 27 2 0 22 Oct 2022
Improving the Anomaly Detection in GPR Images by Fine-Tuning CNNs with Synthetic Data Xiren Zhou Shikang Liu Ao Chen Yizhan Fan Huanhuan Chen 19 0 0 21 Oct 2022
Learning image representations for anomaly detection: application to discovery of histological alterations in drug development I. Zingman B. Stierstorfer C. Lempp Fabian Heinemann OOD MedIm 27 11 0 14 Oct 2022
The Invariant Ground Truth of Affect Konstantinos Makantasis Kosmas Pinitas Antonios Liapis Georgios N. Yannakakis 18 4 0 14 Oct 2022
OCFormer: One-Class Transformer Network for Image Classification Prerana Mukherjee C. Roy Swalpa Kumar Roy ViT 22 1 0 25 Apr 2022
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels Shervin Rahimzadeh Arashloo CVBM AAML 30 9 0 22 Apr 2022
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled Data F. Bagirov Dmitry Ivanov A. Shpilman 25 0 0 14 Mar 2022
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning Rui Shao Pramuditha Perera Pong C. Yuen Vishal M. Patel AAML 20 32 0 12 Feb 2022
Projected Sliced Wasserstein Autoencoder-based Hyperspectral Images Anomaly Detection Yurong Chen Hui Zhang Yaonan Wang Q. M. J. Wu Yimin Yang 22 0 0 20 Dec 2021
Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks Loic Jezequel Ngoc-Son Vu Jean Beaudet A. Histace 32 19 0 24 Nov 2021
Anomaly-Injected Deep Support Vector Data Description for Text Outlier Detection Zeyu You Yichu Zhou Tao Yang Wei Fan 8 0 0 27 Oct 2021
Visual Anomaly Detection for Images: A Survey Jie Yang Rui Xu Zhiquan Qi Yong Shi 25 35 0 27 Sep 2021
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors Hasam Khalid Minhan Kim Shahroz Tariq Simon S. Woo 23 83 0 07 Sep 2021
Discriminative-Generative Representation Learning for One-Class Anomaly Detection X. Xia Xizhou Pan Xing He Jingfei Zhang Ning Ding Lin Ma 24 4 0 27 Jul 2021
Anomaly Detection using Edge Computing in Video Surveillance System: Review Devashree R. Patrikar M. Parate 19 75 0 06 Jul 2021
What is Wrong with One-Class Anomaly Detection? Junekyu Park Jeong-Hyeon Moon Namhyuk Ahn Kyung-ah Sohn 29 8 0 20 Apr 2021
Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out Peiran Yao Denilson Barbosa 37 6 0 03 Feb 2021
A Joint Representation Learning and Feature Modeling Approach for One-class Recognition Pramuditha Perera Vishal M. Patel 15 0 0 24 Jan 2021
One-Class Classification: A Survey Pramuditha Perera Poojan Oza Vishal M. Patel 52 112 0 08 Jan 2021
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection F. V. Massoli Fabrizio Falchi Alperen Kantarci cSeymanur Akti H. K. Ekenel Giuseppe Amato 19 59 0 09 Dec 2020
Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework Fei Ye Huangjie Zheng Chaoqin Huang Ya Zhang 19 13 0 09 Dec 2020
Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome E. Chotzoglou Thomas Day Jeremy Tan Jacqueline Matthew D. Lloyd Reza Razavi J. Simpson Bernhard Kainz MedIm 90 8 0 15 Nov 2020
Learning and Evaluating Representations for Deep One-class Classification Kihyuk Sohn Chun-Liang Li Jinsung Yoon Minho Jin Tomas Pfister SSL 11 199 0 04 Nov 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 20 781 0 24 Sep 2020
Meta Learning for Few-Shot One-class Classification Gabriel Dahia Maurício Pamplona Segundo VLM 6 4 0 11 Sep 2020
Open-set Adversarial Defense Rui Shao Pramuditha Perera Pong C. Yuen Vishal M. Patel AAML 23 30 0 02 Sep 2020
$$\ell_p$-Norm Multiple Kernel One-Class Fisher Null-Space$ $\ell_p$ -Norm Multiple Kernel One-Class Fisher Null-Space Shervin Rahimzadeh Arashloo 23 0 0 19 Aug 2020
Anomaly Detection-Based Unknown Face Presentation Attack Detection Yashasvi Baweja Poojan Oza Pramuditha Perera Vishal M. Patel CVBM AAML 20 44 0 11 Jul 2020
IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach Jonathan Pan 22 0 0 14 Jan 2020
Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud Hang Guo Xun Fan Anh Cao G. Outhred J. Heidemann 14 3 0 11 Dec 2019
A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks Neema Davis G. Raina Krishna Jagannathan AI4TS 18 26 0 20 Nov 2019
One-Way Prototypical Networks Anna M. Kruspe VLM 13 13 0 03 Jun 2019
C2AE: Class Conditioned Auto-Encoder for Open-set Recognition Poojan Oza Vishal M. Patel 17 316 0 02 Apr 2019
OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations Pramuditha Perera Ramesh Nallapati Bing Xiang 11 521 0 20 Mar 2019
Deep Transfer Learning for Multiple Class Novelty Detection Pramuditha Perera Vishal M. Patel 14 98 0 06 Mar 2019
Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier Poojan Oza Vishal M. Patel 14 31 0 04 Mar 2019
Learning Deep Features for One-Class Classification Pramuditha Perera Vishal M. Patel 25 368 0 16 Jan 2018