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Visual Studio Magazine4y
Autoencoder Anomaly Detection Using PyTorch - Visual Studio Magazine
This article explains how to use a PyTorch neural autoencoder to find anomalies in a dataset. A good way to see where this article is headed is to take a look at the screenshot of a demo program in ...
Simon Fraser University4y
Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder | Pixels & Predictions - Simon Fraser University
This paper proposes a learning-based approach for reconstruction of global illumination with very low sampling budgets (as low as 1 spp) at interactive rates. At 1 sample per pixel (spp), the Monte ...
Harvard Business School3y
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error - Article - Faculty & Research - Harvard Business School
By: Katherine C. Kellogg, Hila Lifshitz-Assaf, Steven Randazzo, Ethan Mollick, Fabrizio Dell'Acqua, Edward McFowland III, François Candelon and Karim R. Lakhani ...