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02/23/2022
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors
We present a new method for the unsupervised detection of geometric anom...
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12/16/2021
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization
We introduce the first comprehensive 3D dataset for the task of unsuperv...
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11/06/2019
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings
We introduce a simple, yet powerful student-teacher framework for the ch...
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07/05/2018
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders
Convolutional autoencoders have emerged as popular models for unsupervis...
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10/05/2017