Marco Fraccaro
4 papers · 2016–2019 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
variational autoencoder
(3)
latent variable model
(2)
state space model
(2)
variational inference
(2)
generative model
(2)
model-based reinforcement learning
(1)
sequential model
(1)
partial observability
(1)
nonlinear dynamics
(1)
latent variable
(1)
disentangled representation
(1)
missing data imputation
(1)
sequential modeling
(1)
sequential data
(1)
recurrent neural network
(1)
latent space
(1)
partial observation
(1)
latent state
(1)
speech modeling
(1)
spatial memory
(1)
Papers
BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling
NeurIPS 2019
Generative Temporal Models with Spatial Memory for Partially Observed Environments
ICML 2018
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning
NeurIPS 2017
Sequential Neural Models with Stochastic Layers
NeurIPS 2016