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Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations

Jun 29, 2020
Gabriëlle Ras, Luca Ambrogioni, Pim Haselager, Marcel A. J. van Gerven, Umut Güçlü

* 10 pages, 5 figures, 4 tables 

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The Indian Chefs Process

Jan 29, 2020
Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Güçlü, Max Hinne, Philippe Giguère, Brahim Chaib-Draa, Marcel van Gerven, Francois Laviolette


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Background Hardly Matters: Understanding Personality Attribution in Deep Residual Networks

Dec 20, 2019
Gabriëlle Ras, Ron Dotsch, Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven

* 10 pages, 4 figures, 2 tables 

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Temporal Factorization of 3D Convolutional Kernels

Dec 09, 2019
Gabriëlle Ras, Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven

* 8 pages, 3 figures, Proceedings of BNAIC/BENELEARN 2019 conference 

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k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport

Jul 09, 2019
Luca Ambrogioni, Umut Güçlü, Marcel van Gerven


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Wasserstein Variational Inference

Jun 04, 2018
Luca Ambrogioni, Umut Güçlü, Yağmur Güçlütürk, Max Hinne, Eric Maris, Marcel A. J. van Gerven

* 8 pages, 1 figure 

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Forward Amortized Inference for Likelihood-Free Variational Marginalization

May 29, 2018
Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yağmur Güçlütürk, Max Hinne, Eric Maris, Marcel A. J. van Gerven

* 9 pages, 3 figures 

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First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis

Apr 21, 2018
Julio C. S. Jacques Junior, Yağmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andujar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera

* submitted to IEEE Transactions on Affective Computing 

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Deep adversarial neural decoding

Jun 15, 2017
Yağmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander Bosch, Rob van Lier, Marcel van Gerven

* Added appendix and updated figures 

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The Kernel Mixture Network: A Nonparametric Method for Conditional Density Estimation of Continuous Random Variables

May 19, 2017
Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven, Eric Maris


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Estimating Nonlinear Dynamics with the ConvNet Smoother

Apr 21, 2017
Luca Ambrogioni, Umut Güçlü, Eric Maris, Marcel van Gerven


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End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks

Mar 09, 2017
Umut Güçlü, Yağmur Güçlütürk, Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi González, Rob van Lier, Marcel A. J. van Gerven


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Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition

Sep 16, 2016
Yağmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier


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Convolutional Sketch Inversion

Jun 09, 2016
Yağmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven


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