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06/13/2023
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON
Despite progress in vision-based inspection algorithms, real-world indus...
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02/24/2023
RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection
Generative adversarial networks (GANs), trained on a large-scale image d...
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03/28/2022
PAEDID: Patch Autoencoder Based Deep Image Decomposition For Pixel-level Defective Region Segmentation
Unsupervised pixel-level defective region segmentation is an important t...
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03/03/2022
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey
Display front-of-screen (FOS) quality inspection is essential for the ma...
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01/19/2022
Compressed Smooth Sparse Decomposition
Image-based anomaly detection systems are of vital importance in various...
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11/11/2021
Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization
Stochastic approximation (SA) and stochastic gradient descent (SGD) algo...
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07/27/2020