deepLearning   13176

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東京大学など、人の触れている対象の硬さ柔らかさを映像ベースで推定するCNNを用いた手法を発表 | Seamless
vr  deeplearning  haptics 
20 hours ago by slnbookmark
[1901.04436] Bayesian Learning of Neural Network Architectures
In this paper we propose a Bayesian method for estimating architectural parameters of neural networks, namely layer size and network depth. We do this by learning concrete distributions over these parameters. Our results show that regular networks with a learnt structure can generalise better on small datasets, while fully stochastic networks can be more robust to parameter initialisation. The proposed method relies on standard neural variational learning and, unlike randomised architecture search, does not require a retraining of the model, thus keeping the computational overhead at minimum.
Bayesian  deeplearning 
yesterday by hustwj

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