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Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models


Jan 02, 2021
Alina Roitberg, Monica Haurilet, Manuel Martinez, Rainer Stiefelhagen

* Accepted as oral at ICPR 2021 

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Detective: An Attentive Recurrent Model for Sparse Object Detection


Apr 25, 2020
Amine Kechaou, Manuel Martinez, Monica Haurilet, Rainer Stiefelhagen


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Taming the Cross Entropy Loss


Oct 11, 2018
Manuel Martinez, Rainer Stiefelhagen


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Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning


Nov 22, 2016
Manuel Martinez, Monica Haurilet, Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen


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