145 citations · 501 across the 21 of their papers we have counts for
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physics.optics2024
Classification of Single Photons in Higher-Order Spatial Modes via Convolutional Neural Networks
Manon P. Bart, Sita Dawanse, Nicholas J. Savino +7
Spatial modes are a promising candidate for encoding information for classical and quantum optical communication due to their potential high information capacity. Unfortunately, co…
stat.ML2024
Comparison of parallel SMC and MCMC for Bayesian deep learning
Xinzhu Liang, Joseph M. Lukens, Sanjaya Lohani +4
This work systematically compares parallel implementations of consistent (asymptotically unbiased) Bayesian deep learning algorithms: sequential Monte Carlo sampler (SMC$_\parallel…