All drills

Learn Fast Auto Encoders

What you'll be able to do

Clean up noisy images and learn compact representations — the basis of denoising, anomaly detection, and feature learning.

The engine behind fraud/anomaly detection (PayPal, Feedzai, and banks flagging novel fraud via reconstruction error) and AI image denoising/restoration (Topaz Labs, NVIDIA).
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Sections

1. Learn Fast Auto Encoders
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2. Introduction
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3. Image Re-Construction
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4. Training Bells and Whistles
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Dig deeper

📄Reducing the Dimensionality of Data with Neural Networks (Hinton & Salakhutdinov, 2006, Science)
paper
📄Stacked Denoising Autoencoders (Vincent et al., 2010, JMLR)
paper

Part of these learning paths

I'm a software engineer and I want to specialize in computer vision
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