G2D: Generate to Detect Anomaly

G2D: Generate to Detect Anomaly

20 June 2020

Bahram Mohammadi

Samir Bouindour

Mohammad Sabokrou

Papers citing "G2D: Generate to Detect Anomaly"

19 / 19 papers shown

Title
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 50 6 0 09 Sep 2024
Enhancing Anomaly Detection Generalization through Knowledge Exposure: The Dual Effects of Augmentation Mohammad Akhavan Anvari Rojina Kashefi Vahid Reza Khazaie Mohammad Khalooei Mohammad Sabokrou 48 0 0 15 Jun 2024
A Comprehensive Survey on Machine Learning Driven Material Defect Detection Jun Bai Di Wu T. Shelley Peter Schubel David Twine John Russell Xuesen Zeng J. Zhang 75 6 0 12 Jun 2024
Contextual Affinity Distillation for Image Anomaly Detection Jie Zhang Masanori Suganuma Takayuki Okatani 42 14 0 06 Jul 2023
MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection Simon Thomine H. Snoussi Mahmoud Soua 33 5 0 16 Jun 2023
FABLE : Fabric Anomaly Detection Automation Process Simon Thomine H. Snoussi Mahmoud Soua 27 5 0 16 Jun 2023
Anomaly Detection under Distribution Shift T. Cao Jiawen Zhu Guansong Pang 48 26 0 24 Mar 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies Marcella Astrid M. Zaheer Seung-Ik Lee 26 17 0 19 Mar 2023
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data Yinsheng He Xingyu Li MedIm 25 2 0 18 Mar 2023
Dissolving Is Amplifying: Towards Fine-Grained Anomaly Detection Jian Shi Pengyi Zhang Ni Zhang Hakim Ghazzai Y. Massoud MedIm 43 6 0 28 Feb 2023
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks Louis Bethune Paul Novello Thibaut Boissin Guillaume Coiffier M. Serrurier Quentin Vincenot Andres Troya-Galvis 36 8 0 26 Jan 2023
Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples Jianjian Qin Chunzhi Gu Junzhou Yu Chaoxi Zhang 3DPC 29 12 0 31 Oct 2022
Connective Reconstruction-based Novelty Detection Seyyed Morteza Hashemi Parvaneh Aliniya Parvin Razzaghi OODD 22 0 0 25 Oct 2022
Augment to Detect Anomalies with Continuous Labelling Vahid Reza Khazaie A. Wong Y. Mohsenzadeh 25 1 0 03 Jul 2022
Anomaly Detection with Adversarially Learned Perturbations of Latent Space Vahid Reza Khazaie A. Wong John Taylor Jewell Y. Mohsenzadeh AAML 42 3 0 03 Jul 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 123 450 0 26 Jan 2022
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris OODD 19 4 0 30 Nov 2021
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris OODD 25 6 0 28 Oct 2021
Learning Not to Reconstruct Anomalies Marcella Astrid M. Zaheer Jae-Yeong Lee Seung-Ik Lee 15 46 0 19 Oct 2021