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06/19/2021
A Unified View of Algorithms for Path Planning Using Probabilistic Inference on Factor Graphs
Even if path planning can be solved using standard techniques from dynam...
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03/05/2020
Path Planning Using Probability Tensor Flows
Probability models have been proposed in the literature to account for "...
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01/25/2020
An Analysis of Word2Vec for the Italian Language
Word representation is fundamental in NLP tasks, because it is precisely...
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01/25/2020
Intent Classification in Question-Answering Using LSTM Architectures
Question-answering (QA) is certainly the best known and probably also on...
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01/18/2019
Optimized Realization of Bayesian Networks in Reduced Normal Form using Latent Variable Model
Bayesian networks in their Factor Graph Reduced Normal Form (FGrn) are a...
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04/07/2016
3-D Hand Pose Estimation from Kinect's Point Cloud Using Appearance Matching
We present a novel appearance-based approach for pose estimation of a hu...
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05/26/2015
Discrete Independent Component Analysis (DICA) with Belief Propagation
We apply belief propagation to a Bayesian bipartite graph composed of di...
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02/16/2015
Towards Building Deep Networks with Bayesian Factor Graphs
We propose a Multi-Layer Network based on the Bayesian framework of the ...
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08/26/2013
