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Learning Memory-Guided Normality for Anomaly Detection [PDF]

open access: yesComputer Vision and Pattern Recognition, 2020
We address the problem of anomaly detection, that is, detecting anomalous events in a video sequence. Anomaly detection methods based on convolutional neural networks (CNNs) typically leverage proxy tasks, such as reconstructing input video frames, to ...
Hyunjong Park, Jongyoun Noh, Bumsub Ham
semanticscholar   +1 more source

Learning Appearance-Motion Normality for Video Anomaly Detection [PDF]

open access: yesIEEE International Conference on Multimedia and Expo, 2022
Video anomaly detection is a challenging task in the Computer vision community. Most single task-based methods do not consider the independence of unique spatial and temporal patterns, while two-stream structures lack the exploration of the correlations.
Y. Liu   +5 more
semanticscholar   +1 more source

Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection [PDF]

open access: yesIEEE International Conference on Computer Vision, 2019
Deep autoencoder has been extensively used for anomaly detection. Training on the normal data, the autoencoder is expected to produce higher reconstruction error for the abnormal inputs than the normal ones, which is adopted as a criterion for ...
Dong Gong   +6 more
semanticscholar   +1 more source

Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation

open access: yesNetwork and Distributed System Security Symposium, 2023
—Concept drift is one of the most frustrating challenges for learning-based security applications built on the close-world assumption of identical distribution between training and deployment.
Dongqi Han   +11 more
semanticscholar   +1 more source

Concern for the state: ‘Normality’, state effect and distributional claims in Serbia [PDF]

open access: yesGlasnik Etnografskog Instituta SANU, 2017
Ethnographies of the post-Yugoslav region often focus on the production of the ‘state effect’ through narratives of statelessness, namely on the normative imagination evident in the yearnings for ‘normal life’. Drawing from fieldwork research in
Rajković Ivan
doaj   +1 more source

Verloren normaliteit? Van het verlangen naar autoriteit naar een Beauvoiraanse ethiek der dubbelzinnigheid

open access: yesKrisis, 2022
The authority of a souverain no longer seems important if one wants to analyse complex modern democratic societies. At the same time, one can observe an increasing desire for authority in social and political life, a longing for orientation and guidance.
Maren Wehrle
doaj   +1 more source

Purity or perversion? from taboo to fact: kindergarten teachers’ reflections on age-normal sexuality

open access: yesFrontiers in Psychology, 2023
Many educators and pedagogues around the world face challenging situations in their everyday work. Being caught off guard when children begin to explore their bodies and show curiosity about body parts and sexual issues is one of the most uncomfortable ...
Elisabeth Walsøe Lehn   +2 more
doaj   +1 more source

Applications of Normality Test in Statistical Analysis

open access: yesOpen Journal of Statistics, 2021
In this study, to power comparison test, different univariate normality testing procedures are compared by using new algorithm. Different univariate and multivariate test are also analyzed here.
Nasrin Khatun
semanticscholar   +1 more source

The Ecological-Enactive Model of Disability: Why Disability Does Not Entail Pathological Embodiment

open access: yesFrontiers in Psychology, 2020
In the last 50 years, discussions of how to understand disability have been dominated by the medical and social models. Paradoxically, both models overlook the disabled person’s experience of the lived body, thus reducing the body of the disabled person ...
Juan Toro   +6 more
doaj   +1 more source

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