activity
20152022
most citedMachine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion

107 citations · 163 across the 12 of their papers we have counts for

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Showing eess.IVShow all

2 papers · 1 filter

eess.IV2020

Improving Inference for Neural Image Compression

Yibo Yang, Robert Bamler, Stephan Mandt

We consider the problem of lossy image compression with deep latent variable models. State-of-the-art methods build on hierarchical variational autoencoders (VAEs) and learn infere…

eess.IV2020

Variational Bayesian Quantization

Yibo Yang, Robert Bamler, Stephan Mandt

We propose a novel algorithm for quantizing continuous latent representations in trained models. Our approach applies to deep probabilistic models, such as variational autoencoders…