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05/17/2023
Extracting a functional representation from a dictionary for non-rigid shape matching
Shape matching is a fundamental problem in computer graphics with many a...
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10/16/2022
Class Distribution Monitoring for Concept Drift Detection
We introduce Class Distribution Monitoring (CDM), an effective concept-d...
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09/23/2022
Composite Layers for Deep Anomaly Detection on 3D Point Clouds
Deep neural networks require specific layers to process point clouds, as...
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08/30/2022
Deep Open-Set Recognition for Silicon Wafer Production Monitoring
The chips contained in any electronic device are manufactured over circu...
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08/30/2022
Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM
Detecting anomalous regions in images is a frequently encountered proble...
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08/30/2022
Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree
We address the problem of online change detection in multivariate datast...
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04/21/2022
Perception Visualization: Seeing Through the Eyes of a DNN
Artificial intelligence (AI) systems power the world we live in. Deep ne...
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04/20/2022
Adversarial Scratches: Deployable Attacks to CNN Classifiers
A growing body of work has shown that deep neural networks are susceptib...
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10/16/2015