Autumn School 2006: Machine Learning over Text and Images - Pittsburgh

Autumn School 2006: Machine Learning over Text and Images - Pittsburgh

15 Videos · Sep 25, 2006

About

Machine learning approaches to natural language processing problems such as information retrieval, document classification, and information extraction have developed rapidly over recent years. Even more recently, the joint analysis of text and images has become a significant focus for machine learning. This autumn school will summarize the state of the art in machine learning for text analysis and for joint text/image analysis, as presented by researchers active in these fields. It is intended for students who already have a familiarity with machine learning, and is designed for software developers, graduate students, and advanced researchers with an interest in learning more about this area.

Videos

Introduction

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16:07

Introduction to the Machine Learning over Text & Images - Autumn School by Eric ...

Eric P. Xing

Feb 25, 2007

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14546 views

Lectures

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28:39

Image Analysis

Christos Faloutsos

Feb 25, 2007

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12307 views

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01:01:20

Semisupervised Learning Approaches

Tom Mitchell

Feb 25, 2007

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85077 views

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58:39

Undirected Graphical Models for Text & Image

Eric P. Xing

Feb 25, 2007

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6819 views

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01:01:37

Text Information Extraction

Kamal Nigam

Feb 25, 2007

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33980 views

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01:06:55

Generative Models for Visual Objects and Object Recognition via Bayesian Inferen...

Fei-Fei Li

Feb 25, 2007

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69022 views

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01:07:14

Generative Latent Space Models for Text and Image

Eric P. Xing

Feb 25, 2007

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9292 views

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49:49

Joint Mining of Biological Text and Images: Case Studies

Robert Murphy

Feb 25, 2007

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6588 views

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55:47

Text Classification

William Cohen

Feb 25, 2007

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52958 views

Interviews

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08:36

Interview with Tom Mitchell

Feb 25, 2007

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74596 views

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03:41

Interview with Kamal Nigam

Feb 25, 2007

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6549 views

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06:47

Interview with Eric Xing

Feb 25, 2007

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9370 views

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07:08

Interview with Robert Murphy

Feb 25, 2007

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4561 views

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05:47

Interview with Christos Faloutsos

Feb 25, 2007

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7083 views

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04:38

Interview with Fei-Fei Li

Feb 25, 2007

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20375 views