most citedUncertainty-Aware Deep Classifiers using Generative Models

3 citations

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2 papers

cs.LG2020★ 3 cited

Uncertainty-Aware Deep Classifiers using Generative Models

Murat Sensoy, Lance Kaplan, Federico Cerutti +1

Deep neural networks are often ignorant about what they do not know and overconfident when they make uninformed predictions. Some recent approaches quantify classification uncertai…

physics.optics2020★ 2 cited

Spatially multiplexed picosecond pulse-train generations through simultaneous intra-modal four wave mixing and inter-modal cross-phase modulation

H. Zhang, M. Bigot-Astruc, P. Sillard +1

We report on the experimental generation of spatially multiplexed picosecond 40-GHz pulse trains at telecommunication wavelengths by simultaneous intra-modal multiple four wave mix…