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Graphical model

Known as: Graphical Models, Probabilistic graphical model 
A graphical model or probabilistic graphical model (PGM) is a probabilistic model for which a graph expresses the conditional dependence structure… 
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Related topics

Related topics

44 relations
Ancestral graphArtificial neural networkAutoencoderBayesian network

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
Exploiting Spatio-Temporal Scene Structure for Wide-Area Activity Analysis in Unconstrained Environments
Surveillance videos in unconstrained environments typically consist of long duration sequences of activities which occur at… 
Highly Cited
2011
Highly Cited
2011
Learning attentional policies for tracking and recognition in video with deep networks
We propose a novel attentional model for simultaneous object tracking and recognition that is driven by gaze data. Motivated by… 
Highly Cited
2009
Highly Cited
2009
Tree Block Coordinate Descent for MAP in Graphical Models
A number of linear programming relaxations have been proposed for finding most likely settings of the variables (MAP) in large… 
Highly Cited
2007
Highly Cited
2007
Gossip along the way: order-optimal consensus through randomized path averaging
Gossip algorithms have recently received significant attention, mainly because they constitute simple and robust algorithms for… 
2007
2007
CRF-driven Implicit Deformable Model
We present a topology independent solution for segmenting objects with texture patterns of any scale, using an implicit… 
2007
2007
Le Transport A la Demande (TAD) en France : de l'état des lieux à l'anticipation. Modélisation des caractéristiques fonctionnelles des TAD pour développer les modes flexibles de demain
Le transport a la demande (TAD) est un mode de transport public a mi-chemin entre le taxi et le bus. Longtemps considere comme un… 
2006
2006
On LDPC codes over channels with memory
The problem of detection and decoding of low-density parity-check (LDPC) codes transmitted over channels with memory is addressed… 
Highly Cited
2005
Highly Cited
2005
Enhanced Answer Type Inference from Questions using Sequential Models
Question classification is an important step in factual question answering (QA) and other dialog systems. Several attempts have… 
2003
2003
Intelligent sensor fusion: a graphical model approach
We study the fusion of data collected by multiple heterogeneous sensors that work cooperatively to achieve a common goal. The… 
1994
1994
On the use of Graph Grammars for defining the Syntax of Graphical Languages
In order to implement graphical editors which allow both for structured and free editing, a parsing algorithm is needed which can… 
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