'Discriminative methods' presentation slideshows

CS276: Information Retrieval and Web Search Christopher Manning and Pandu Nayak

CS276: Information Retrieval and Web Search Christopher Manning and Pandu Nayak Lecture 14: Support vector machines and machine learning on documents. [Borrows slides from Ray Mooney]. Text classification: Up until now and today. Previously: 3 algorithms for text classification

757 views • 48 slides

ICCV 2005 Beijing, Short Course, Oct 15

ICCV 2005 Beijing, Short Course, Oct 15. Recognizing and Learning Object Categories. Li Fei-Fei, UIUC Rob Fergus, MIT Antonio Torralba, MIT. Agenda. Introduction Bag of words models Part-based models Discriminative methods Segmentation and recognition Conclusions. material thing.

640 views • 47 slides

CVPR 2007 Minneapolis, Short Course, June 17

CVPR 2007 Minneapolis, Short Course, June 17. Recognizing and Learning Object Categories: Year 2007. Li Fei-Fei, Princeton Rob Fergus, MIT Antonio Torralba, MIT. Agenda. Introduction Bag-of-words models Part-based models Discriminative methods Segmentation and recognition

477 views • 47 slides

Bag-of-features models

Bag-of-features models. Many slides adapted from Fei-Fei Li, Rob Fergus, and Antonio Torralba. Overview: Bag-of-features models. Origins and motivation Learning visual vocabularies K-means clustering Discriminative methods Nearest-neighbor classification Distance functions

615 views • 29 slides

Lightly Supervised Learning of Text Normalization: Russian Number Names

Lightly Supervised Learning of Text Normalization: Russian Number Names. Richard Sproat OHSU & Google. Two components of text normalization. Given a string of characters in a text, what is the (reasonable) set of possible actual words (or word sequences) that might correspond to it.

372 views • 22 slides

Vision Algorithms (CSE/EE 577, CSE590CV)

Vision Algorithms (CSE/EE 577, CSE590CV). Staff Prof: Steve Seitz ( seitz@cs ) TA (part time): Colin Zheng ( kzheng@cs ) Web Page http://www.cs.washington.edu/education/courses/cse577/04sp/ Handouts these notes class web page project/partner request form. Course Overview.

173 views • 16 slides

227 views • 9 slides