Skip navigation
Skip navigation
Open Research will be down for maintenance between 8:00 and 8:15 am on Tuesday, December 1 2020.

Neural algebra of classifiers

Santa Cruz, Rodrigo; Fernando, Basura; Cherian, Anoop; Gould, Stephen


The world is fundamentally compositional, so it is natural to think of visual recognition as the recognition of basic visually primitives that are composed according to well-defined rules. This strategy allows us to recognize unseen complex concepts from simple visual primitives. However, the current trend in visual recognition follows a data greedy approach where huge amounts of data are required to learn models for any desired visual concept. In this paper, we build on the compositionality...[Show more]

CollectionsANU Research Publications
Date published: 2018-03-15
Type: Conference paper
Source: Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018
DOI: 10.1109/WACV.2018.00085


File Description SizeFormat Image
01_Santa+Cruz_Neural_algebra_of_classifiers_2018.pdf737.3 kBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator