output
20062026
most citedA review: Deep learning for medical image segmentation using multi-modality fusion

677 citations

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Showing 2014Show all

12 papers · 1 filter

cs.IT2014

Entropy of Overcomplete Kernel Dictionaries

Paul Honeine

In signal analysis and synthesis, linear approximation theory considers a linear decomposition of any given signal in a set of atoms, collected into a so-called dictionary. Relevan…

stat.ML2014★ 43 cited

Analyzing sparse dictionaries for online learning with kernels

Paul Honeine

Many signal processing and machine learning methods share essentially the same linear-in-the-parameter model, with as many parameters as available samples as in kernel-based machin…

cs.DS2014★ 1 cited

Linear-time Computation of Minimal Absent Words Using Suffix Array

Carl Barton, Alice Heliou, Laurent Mouchard +1

An absent word of a word y of length n is a word that does not occur in y. It is a minimal absent word if all its proper factors occur in y. Minimal absent words have been computed…

math.CO2014★ 5 cited

Combinatorial Hopf algebras from PROs

Jean-Paul Bultel, Samuele Giraudo

We introduce a general construction that takes as input a so-called stiff PRO and that outputs a Hopf algebra. Stiff PROs are particular PROs that can be described by generators an…

cs.IT2014

Folding Alternant and Goppa Codes with Non-Trivial Automorphism Groups

Jean-Charles Faugère, Ayoub Otmani, Ludovic Perret +2

The main practical limitation of the McEliece public-key encryption scheme is probably the size of its key. A famous trend to overcome this issue is to focus on subclasses of alter…

physics.soc-ph2014★ 4 cited

Fence-sitters Protect Cooperation in Complex Networks

Yichao Zhang, M. A. Aziz-Alaoui, Cyrille Bertelle +2

Evolutionary game theory is one of the key paradigms behind many scientific disciplines from science to engineering. In complex networks, because of the difficulty of formulating t…