Marco Fraccaro
4 papers · 2016–2019 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
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Cross-Pollinator
(13)
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Trend Setter
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
variational inference
(2)
variational auto-encoder
(2)
variational autoencoder
(2)
motion estimation
(1)
model-based reinforcement learning
(1)
sequential model
(1)
partial observability
(1)
nonlinear dynamics
(1)
generative model
(1)
latent variable model
(1)
state space model
(1)
state-space model
(1)
latent variable
(1)
disentangled representation
(1)
missing data imputation
(1)
sequential modeling
(1)
sequential datum
(1)
recurrent neural network
(1)
latent space
(1)
partial observation
(1)
Papers
BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling
NIPS 2019
Generative Temporal Models with Spatial Memory for Partially Observed Environments
ICML 2018
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning
NIPS 2017
Sequential Neural Models with Stochastic Layers
NIPS 2016