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20022026
most citedPaying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer

1.6k citations

Showing 2016Show all

11 papers · 1 filter

cs.SE20166 cited

D-LITe: Building Internet of Things Choreographies

Sylvain Cherrier, Yacine M. Ghamri-Doudane, Stéphane Lohier +1

In this work, we present a complete architecture for designing Internet of Things applications. While a main issue in this domain is the heterogeneity of Objects hardware, networks…

cs.CV20162 cited

Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling

Spyros Gidaris, Nikos Komodakis

Pixel wise image labeling is an interesting and challenging problem with great significance in the computer vision community. In order for a dense labeling algorithm to be able to…

cs.CV20161.6k cited

Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer

Sergey Zagoruyko, Nikos Komodakis

Attention plays a critical role in human visual experience. Furthermore, it has recently been demonstrated that attention can also play an important role in the context of applying…

cs.DB20167 cited

On measuring performances of C-SPARQL and CQELS

Xiangnan Ren, Houda Khrouf, Zakia Kazi-Aoul +2

To cope with the massive growth of semantic data streams, several RDF Stream Processing (RSP) engines have been implemented. The efficiency of their throughput, latency and memory…

math.CO20162 cited

A bijective study of Basketball walks

Jérémie Bettinelli, Éric Fusy, Cécile Mailler +1

The Catalan numbers count many classes of combinatorial objects. The most emblematic such objects are probably the Dyck walks and the binary trees, and, whenever another class of c…

cs.IT20163 cited

On Achievability for Downlink Cloud Radio Access Networks with Base Station Cooperation

Chien-Yi Wang, Michèle Wigger, Abdellatif Zaidi

This work investigates the downlink of a cloud radio access network (C-RAN) in which a central processor communicates with two mobile users through two base stations (BSs). The BSs…