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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 2017Show all

9 papers · 1 filter

math.CO2017

Uniform generation of infinite concurrent runs: the case of trace monoids

Samy Abbes, Vincent Jugé

We introduce an algorithm for the uniform generation of infinite runs in concurrent systems under a partial order probabilistic semantics. We work with trace monoids as concurrency…

cs.CV2017

A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior

Qi Wei, Emilie Chouzenoux, Jean-Yves Tourneret +1

This paper presents a fast approach for penalized least squares (LS) regression problems using a 2D Gaussian Markov random field (GMRF) prior. More precisely, the computation of th…

cs.CV2017241 cited

Human Pose Regression by Combining Indirect Part Detection and Contextual Information

Diogo C. Luvizon, Hedi Tabia, David Picard

In this paper, we propose an end-to-end trainable regression approach for human pose estimation from still images. We use the proposed Soft-argmax function to convert feature maps…

cs.IT201719 cited

Distributed Information Bottleneck Method for Discrete and Gaussian Sources

Inaki Estella Aguerri, Abdellatif Zaidi

We study the problem of distributed information bottleneck, in which multiple encoders separately compress their observations in a manner such that, collectively, the compressed si…

math.CO20174 cited

Combalgebraic structures on decorated cliques

Samuele Giraudo

A new hierarchy of combinatorial operads is introduced, involving families of regular polygons with configurations of arcs, called decorated cliques. This hierarchy contains, among…

cs.DB20174 cited

Strider: A Hybrid Adaptive Distributed RDF Stream Processing Engine

Xiangnan Ren, Olivier Curé

Real-time processing of data streams emanating from sensors is becoming a common task in Internet of Things scenarios. The key implementation goal consists in efficiently handling…