Learning Hierarchical Features for Scene Labeling
Scene labeling consists of labeling each pixel in an image with the category of the object it belongs to. We propose a method that uses a multiscale convolutional network traine...
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92 publications
Example-based super-resolution
We call methods for achieving high-resolution enlargements of pixel-based images super-resolution algorithms. Many applications in graphics or image processing could benefit fro...
Protein homology detection by HMM–HMM comparison
Abstract Motivation: Protein homology detection and sequence alignment are at the basis of protein structure prediction, function prediction and evolution. Results: We have gene...
Critical Issues in Qualitative Research Methods.
Dialogue On Origins Qualitative Research - Janice M Morse Fact or Fantasy? Dialogue On Learning Qualitative Methods Abstract Knowing - Katharyn A May The Case for Magic in Metho...
Item-based top-<i>N</i>recommendation algorithms
The explosive growth of the world-wide-web and the emergence of e-commerce has led to the development of recommender systems ---a personalized information filtering technology u...
Faster and Better: A Machine Learning Approach to Corner Detection
The repeatability and efficiency of a corner detector determines how likely it is to be useful in a real-world application. The repeatability is important because the same scene...
Financial Dependence and Growth
Does finance affect economic growth?A number of studies have identified a positive correlation between the level of development of a country's financial sector and the rate of g...
Parallel networks that learn to pronounce English text
This paper describes NETtalk, a class of massively-parallel network systems that learn to convert English text to speech. The memory representations for pronunciations are learn...
An Overview of Epithelio-Mesenchymal Transformation
Epithelium is the tissue phenotype of early embryos and primitive adults of the chordate phylum. A second tissue type, however, is produced by epithelial-mesenchymal transformat...
Matching with PROSAC — Progressive Sample Consensus
A new robust matching method is proposed. The progressive sample consensus (PROSAC) algorithm exploits the linear ordering defined on the set of correspondences by a similarity ...