117 citations · 323 across the 20 of their papers we have counts for
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Identifying the Units of Measurement in Tabular Data
Taha Ceritli, Christopher K. I. Williams
We consider the problem of identifying the units of measurement in a data column that contains both numeric values and unit symbols in each row, e.g., "5.2 l", "7 pints". In this c…
On Memorization in Probabilistic Deep Generative Models
Gerrit J. J. van den Burg, Christopher K. I. Williams
Recent advances in deep generative models have led to impressive results in a variety of application domains. Motivated by the possibility that deep learning models might memorize…
Inference for Generative Capsule Models
Alfredo Nazabal, Nikolaos Tsagkas, Christopher K. I. Williams
Capsule networks (see e.g. Hinton et al., 2018) aim to encode knowledge and reason about the relationship between an object and its parts. In this paper we specify a \emph{generati…