denoising-autoencoders topic

List denoising-autoencoders repositories

WWW2020-grec

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Sequence-to-Sequence Generative Model for Sequential Recommender System

rl_singing_voice

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Unsupervised Representation Learning for Singing Voice Separation

MachineLearning_NILM

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Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation

anomaly-event-detection

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Paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the fea...

Signal-Denoising-Autoencoder

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A Deep Denoising Autoencoder for Time Dependent Signals

QuickSelection

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[Machine Learning Journal (ECML-PKDD 2022 journal track)] Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders

pre-training-via-denoising

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Official implementation of pre-training via denoising for TorchMD-NET

Autoencoders

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Pytorch implementation of various autoencoders (contractive, denoising, convolutional, randomized)

Topological-DVAE

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An implementation of Denoising Variational AutoEncoder with Topological loss

DeNS

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[ArXiv 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields