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11/07/2018
Wasserstein Variational Gradient Descent: From Semi-Discrete Optimal Transport to Ensemble Variational Inference
Particle-based variational inference offers a flexible way of approximat...
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05/29/2018
Forward Amortized Inference for Likelihood-Free Variational Marginalization
In this paper, we introduce a new form of amortized variational inferenc...
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05/29/2018
Wasserstein Variational Inference
This paper introduces Wasserstein variational inference, a new form of a...
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04/21/2018
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis
Personality analysis has been widely studied in psychology, neuropsychol...
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02/02/2018
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos
Explainability and interpretability are two critical aspects of decision...
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05/19/2017
Deep adversarial neural decoding
Here, we present a novel approach to solve the problem of reconstructing...
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03/09/2017
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks
Recent years have seen a sharp increase in the number of related yet dis...
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09/16/2016
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition
Here, we develop an audiovisual deep residual network for multimodal app...
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06/09/2016