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- Centre National de la Recherche ScientifiqueFR209 papers
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- Institut polytechnique de GrenobleFR140 papers
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- Laboratoire d'Informatique de GrenobleFR38 papers
- Centre Inria de l'Université Grenoble AlpesFR37 papers
- Institut national de recherche en sciences et technologies du numériqueFR33 papers
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Showing 2020 · cs.LGShow all
3 papers · 2 filters
cs.LG2020★ 169 cited
Dynamical Variational Autoencoders: A Comprehensive Review
Laurent Girin, Simon Leglaive, Xiaoyu Bie +3
Variational autoencoders (VAEs) are powerful deep generative models widely used to represent high-dimensional complex data through a low-dimensional latent space learned in an unsu…
cs.LG2020★ 6 cited
Consistent Semi-Supervised Graph Regularization for High Dimensional Data
Xiaoyi Mai, Romain Couillet
Semi-supervised Laplacian regularization, a standard graph-based approach for learning from both labelled and unlabelled data, was recently demonstrated to have an insignificant hi…
cs.LG2020★ 6 cited
Event-Based Control for Online Training of Neural Networks
Zilong Zhao, Sophie Cerf, Bogdan Robu +1
Convolutional Neural Network (CNN) has become the most used method for image classification tasks. During its training the learning rate and the gradient are two key factors to tun…