DISCUSSION ARTICLE Discussion Ying Nian WU and Song Chun ZHU VISION AND THE ART OF DATA AUGMENTATION

Source URL: www.stat.ucla.edu

• Machine learning
• Artificial intelligence
• Learning
• Science
• Markov models
• Computer vision
• Image processing
• Pattern recognition
• Conceptual model
• Generative model
• Mathematical model
• Causality

Structured and Infinite Discriminative Models for Speech Recognition Jingzhou Yang Homerton College

Source URL: mi.eng.cam.ac.uk

• Statistics
• Learning
• Artificial intelligence
• Machine learning
• Statistical models
• Statistical inference
• Graphical models
• Structured prediction
• Discriminative model
• Conditional random field
• Generative model
• Hidden Markov model

SEMANTIC ANNOTATION AND RETRIEVAL OF MUSIC USING A BAG OF SYSTEMS REPRESENTATION Katherine Ellis University of California, San Diego

Source URL: eceweb.ucsd.edu

• Machine learning
• Statistical models
• Code
• Encodings
• Signal processing
• Generative model
• Mixture model
• Bag-of-words model in computer vision

Informatics 1 CG – Tutorial 5 Mirella Lapata, Carina Silberer Week 6 In the lectures, we covered the vector space model and the associationist view of word meaning. Here, we will try to build a vector space model by ha

Source URL: www.inf.ed.ac.uk

• Syntax
• Grammar
• Natural language parsing
• Generative linguistics
• Compiler construction
• Parsing
• Parse tree
• Dependency grammar
• Garden path sentence
• Almond
• Phrase structure rules
• Sentence diagram

A Generative Model for User Simulation in a Spatial Navigation Domain Aciel Eshky1 , Ben Allison2 , Subramanian Ramamoorthy1 , and Mark Steedman1 1 School of Informatics, University of Edinburgh, UK 2 Actual Analytics Lt

Source URL: rad.inf.ed.ac.uk

• Computational linguistics
• Dialog manager
• Humancomputer interaction
• Speech recognition
• Dialog system
• Bayesian network
• Linguistics

CNV detection from exome sequencing data using a generative probabilistic model Günter Klambauer and Sepp Hochreiter Next generation sequencing (NGS) has emerged to one of the key technologies for analyzing genome varia

Source URL: www.bioinf.jku.at

• Molecular biology
• Genomics
• Genetics
• DNA sequencing
• Computational biology
• Sepp Hochreiter
• Exome sequencing
• Whole genome sequencing
• Copy-number variation
• Exome
• Sequencing
• Structural variation

Learning Generative Models via Discriminative Approaches Zhuowen Tu Lab of Neuro Imaging, UCLA Abstract

Source URL: pages.ucsd.edu

• Machine learning
• Statistical models
• Discriminative model
• Generative model
• Independent component analysis
• Image segmentation
• Gibbs sampling
• Linear classifier

A Two-Level Generative Model for Cloth Representation and Shape from Shading Feng Han and Song-Chun Zhu Departments of Computer Science and Statistics University of California, Los Angeles Los Angeles, CA 90095

Source URL: www.stat.ucla.edu

ARTICLE Communicated by Kevin Murphy Learning a Generative Model of Images by Factoring Appearance and Shape

Source URL: nicolas.le-roux.name

A Versatile Scene Model with Differentiable Visibility Applied to Generative Pose Estimation Helge Rhodin1 Nadia Robertini1, 2 Christian Richardt1, 2 Hans-Peter Seidel1 Christian Theobalt1 1 MPI Informatik

Source URL: gvv.mpi-inf.mpg.de