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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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11/22/2021
Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation
As the adoption of deep learning techniques in industrial applications g...
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05/19/2021
BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer
As the applications of deep learning models on edge devices increase at ...
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03/31/2020
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
We propose to incorporate neural architecture search (NAS) into general-...
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02/08/2020
SUOD: Toward Scalable Unsupervised Outlier Detection
Outlier detection is a key field of machine learning for identifying abn...
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11/04/2017