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ServiceNow AI Research
Publication_types
2
ServiceNow AI Research
2
Slanted Stixels: A way to represent steep streets
This work presents and evaluates a novel compact scene representation based on Stixels that infers geometric and semantic information. …
Daniel Hernandez
,
Lukas Schneider
,
Pau Cebrian
,
Antonio Espinosa
,
David Vazquez
,
Antonio M. Lopez
,
Uwe Franke
,
Marc Pollefeys
,
Juan C. Moure
International Journal in Computer Vision (IJCV), 2018.
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Pay attention to the activations: a modular attention mechanism for fine-grained image recognition
Fine-grained image recognition is central to many multimedia tasks such as search, retrieval and captioning. Unfortunately, these tasks …
Pau Rodriguez
,
Diego Velazquez
,
Guillem Cucurull
,
Josep M. Gonfaus
,
F. Xavier Roca
,
Jordi Gonzalez
Transitions on Multimedia (IEEE TM), 2018.
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Deep learning for electromyographic hand gesture signal classification using transfer learning
In recent years, deep learning algorithms have become increasingly more prominent for their unparalleled ability to automatically learn …
Ulysse Cote-Allard
,
Cheikh Latyr Fall
,
Alexandre Drouin
,
Alexandre Campeau-Lecours
,
Clement Gosselin
,
Kyrre Glette
,
François Laviolette
,
Benoit Gosselin
Transactions on Neural Systems and Rehabilitation Engineering (IEEE NSRE), 2018.
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How One Company Made Its Analytics Investment Pay Off
GFNorte recently established a Central Analytics Business Unit (ABU) with the mandate to convert information into profits at a rate of …
Jose A. Murillo
,
Yuri Levin
,
Mikhail Nediak
,
Ivan Sergienko
Harvard Business Review (HBR), 2018.
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Continuous Yao Graphs
In this paper, we introduce a variation of the well-studied Yao graphs. Given a set of points S⊂ℝ2 and an angle 0<θ≤2π, we define …
Luis Barba
,
Prosenjit Bose
,
Jean-Lou De Carufel
,
Mirela Damian
,
Rolf Fagerberg
,
André van Renssen
,
Perouz Taslakian
,
Sander Verdonschot
Journal on Computational Geometry (CG), 2017.
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