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Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs
Probabilistic programming languages (PPLs) are powerful modelling tools ...
10/16/2019 ∙ by Robert Walecki, et al. ∙
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SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
Natural human-computer interaction and audio-visual human behaviour sens...
01/09/2019 ∙ by Jean Kossaifi, et al. ∙
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Universal Marginalizer for Amortised Inference and Embedding of Generative Models
Probabilistic graphical models are powerful tools which allow us to form...
11/12/2018 ∙ by Robert Walecki, et al. ∙
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DeepCoder: Semi-parametric Variational Autoencoders for Automatic Facial Action Coding
Human face exhibits an inherent hierarchy in its representations (i.e., ...
04/07/2017 ∙ by Dieu Linh Tran, et al. ∙
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Variable-state Latent Conditional Random Fields for Facial Expression Recognition and Action Unit Detection
Automated recognition of facial expressions of emotions, and detection o...
10/13/2015 ∙ by Robert Walecki, et al. ∙
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