A novel approach to improve the performance of the P300 speller paradigm. - Umut Güçlü; Yagmur Güçlütürk; Andrews Samraj (SMC, 2010)

Evaluation of fractal dimension estimation methods for feature extraction in motor imagery based brain computer interface. - Umut Güçlü; Yagmur Güçlütürk; Chu Kiong Loo (WCIT, 2011)

Gaussian mixture models and semantic gating improve reconstructions from human brain activity. - Sanne Schoenmakers; Umut Güçlü; Marcel van Gerven; Tom Heskes (Frontiers Comput. Neurosci., 2014)

Unsupervised Feature Learning Improves Prediction of Human Brain Activity in Response to Natural Images. - Umut Güçlü; Marcel A. J. van Gerven (PLoS Comput. Biol., 2014)

Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition. - Yagmur Güçlütürk; Umut Güçlü; Marcel A. J. van Gerven; Rob van Lier (ECCV Workshops (3), 2016)

Convolutional Sketch Inversion. - Yagmur Güçlütürk; Umut Güçlü; Rob van Lier; Marcel A. J. van Gerven (ECCV Workshops (1), 2016)

Brains on Beats. - Umut Güçlü; Jordy Thielen; Michael Hanke; Marcel van Gerven; Marcel A. J. van Gerven (NIPS, 2016)

Visualizing Apparent Personality Analysis with Deep Residual Networks. - Yagmur Güçlütürk; Umut Güçlü; Marc Pérez; Hugo Jair Escalante; Xavier Baró; Carlos Andújar; Isabelle Guyon; Júlio C. S. Jacques Júnior; Meysam Madadi; Sergio Escalera; Marcel A. J. van Gerven; Rob van Lier (ICCV Workshops, 2017)

Design of an explainable machine learning challenge for video interviews. - Hugo Jair Escalante; Isabelle Guyon; Sergio Escalera; Júlio C. S. Jacques Júnior; Meysam Madadi; Xavier Baró; Stéphane Ayache; Evelyne Viegas; Yagmur Güçlütürk; Umut Güçlü; Marcel A. J. van Gerven; Rob van Lier (IJCNN, 2017)

Reconstructing perceived faces from brain activations with deep adversarial neural decoding. - Yagmur Güçlütürk; Umut Güçlü; Katja Seeliger; Sander E. Bosch; Rob van Lier; Marcel A. J. van Gerven (NIPS, 2017)

End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. - Umut Güçlü; Yagmur Güçlütürk; Meysam Madadi; Sergio Escalera; Xavier Baró; Jordi Gonzàlez 001; Rob van Lier; Marcel A. J. van Gerven (CoRR, 2017)

Deep adversarial neural decoding. - Yagmur Güçlütürk; Umut Güçlü; Katja Seeliger; Sander E. Bosch; Rob van Lier; Marcel van Gerven (CoRR, 2017)

Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks. - Umut Güçlü; Marcel A. J. van Gerven (Frontiers Comput. Neurosci., 2017)

Increasingly complex representations of natural movies across the dorsal stream are shared between subjects. - Umut Güçlü; Marcel A. J. van Gerven (NeuroImage, 2017)

Wasserstein Variational Inference. - Luca Ambrogioni; Umut Güçlü; Yagmur Güçlütürk; Max Hinne; Marcel A. J. van Gerven; Eric Maris (NeurIPS, 2018)

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. - Hugo Jair Escalante; Heysem Kaya; Albert Ali Salah; Sergio Escalera; Yagmur Güçlütürk; Umut Güçlü; Xavier Baró; Isabelle Guyon; Júlio C. S. Jacques Júnior; Meysam Madadi; Stéphane Ayache; Evelyne Viegas; et al. (CoRR, 2018)

First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. - Júlio C. S. Jacques Júnior; Yagmur Güçlütürk; Marc Pérez; Umut Güçlü; Carlos Andújar; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon; Marcel A. J. van Gerven; Rob van Lier; Sergio Escalera (CoRR, 2018)

Wasserstein Variational Gradient Descent: From Semi-Discrete Optimal Transport to Ensemble Variational Inference. - Luca Ambrogioni; Umut Güçlü; Yagmur Güçlütürk; Marcel van Gerven (CoRR, 2018)

Convolutional neural network-based encoding and decoding of visual object recognition in space and time. - Katja Seeliger; M. Fritsche; Umut Güçlü; Sanne Schoenmakers; Jan-Mathijs Schoffelen; Sander E. Bosch; Marcel van Gerven (NeuroImage, 2018)

Generative adversarial networks for reconstructing natural images from brain activity. - Katja Seeliger; Umut Güçlü; Luca Ambrogioni; Yagmur Güçlütürk; Marcel A. J. van Gerven (NeuroImage, 2018)

Multimodal First Impression Analysis with Deep Residual Networks. - Yagmur Güçlütürk; Umut Güçlü; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon; Sergio Escalera; Marcel A. J. van Gerven; Rob van Lier (IEEE Trans. Affect. Comput., 2018)

Simulating neuroprosthetic vision for emotion recognition. - Caroline J. M. Bollen; Umut Güçlü; Richard J. A. van Wezel; Marcel A. J. van Gerven; Yagmur Güçlütürk (ACII Workshops, 2019)

SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity. - Luca Ambrogioni; Patrick Ebel 002; Max Hinne; Umut Güçlü; Marcel van Gerven; Eric Maris (AISTATS, 2019)

Forward Amortized Inference for Likelihood-Free Variational Marginalization. - Luca Ambrogioni; Umut Güçlü; Julia Berezutskaya; Eva W. P. van den Borne; Yagmur Güçlütürk; Max Hinne; Eric Maris; Marcel van Gerven (AISTATS, 2019)

Segmentation of Photovoltaic Panels in Aerial Photography Using Group Equivariant FCNs. - Lars Bokkers; Luca Ambrogioni; Umut Güçlü (BNAIC/BENELEARN, 2019)

Temporal Factorization of 3D Convolutional Kernels. - Gabrielle Ras; Luca Ambrogioni; Umut Güçlü; Marcel van Gerven (BNAIC/BENELEARN, 2019)

k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. - Luca Ambrogioni; Umut Güçlü; Marcel van Gerven (CoRR, 2019)

Background Hardly Matters: Understanding Personality Attribution in Deep Residual Networks. - Gabriëlle Ras; Ron Dotsch; Luca Ambrogioni; Umut Güçlü; Marcel A. J. van Gerven (CoRR, 2019)

Current Advances in Neural Decoding. - Marcel A. J. van Gerven; Katja Seeliger; Umut Güçlü; Yagmur Güçlütürk (Explainable AI, 2019)

The Indian Chefs Process. - Patrick Dallaire; Luca Ambrogioni; Ludovic Trottier; Umut Güçlü; Max Hinne; Philippe Giguère; Marcel van Gerven; François Laviolette (UAI, 2020)

The Indian Chefs Process. - Patrick Dallaire; Luca Ambrogioni; Ludovic Trottier; Umut Güçlü; Max Hinne; Philippe Giguère; Brahim Chaib-draa; Marcel van Gerven; François Laviolette (CoRR, 2020)

Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations. - Gabriëlle Ras; Luca Ambrogioni; Pim Haselager; Marcel A. J. van Gerven; Umut Güçlü (CoRR, 2020)

Guest Editorial: Image and Video Inpainting and Denoising. - Sergio Escalera; Hugo Jair Escalante; Xavier Baró; Isabelle Guyon; Meysam Madadi; Jun Wan 001; Stéphane Ayache; Yagmur Güçlütürk; Umut Güçlü (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Brain-optimized extraction of complex sound features that drive continuous auditory perception. - Julia Berezutskaya; Zachary Freudenburg; Umut Güçlü; Marcel A. J. van Gerven; Nick F. Ramsey (PLoS Comput. Biol., 2020)

ChaLearn Looking at People: Inpainting and Denoising challenges. - Sergio Escalera; Marti Soler; Stéphane Ayache; Umut Güçlü; Jun Wan 001; Meysam Madadi; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon (CoRR, 2021)

Detecting neural state transitions underlying event segmentation. - Linda Geerligs; Marcel van Gerven; Umut Güçlü (NeuroImage, 2021)

End-to-end neural system identification with neural information flow. - Katja Seeliger; Luca Ambrogioni; Yagmur Güçlütürk; L. M. van den Bulk; Umut Güçlü; Marcel A. J. van Gerven (PLoS Comput. Biol., 2021)

Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization. - Burcu Küçükoglu; Walraaf Borkent; Bodo Rueckauer; Nasir Ahmad; Umut Güçlü; Marcel van Gerven (CoRR, 2022)

Optimization of Neuroprosthetic Vision via End-to-End Deep Reinforcement Learning. - Burcu Küçükoglu; Bodo Rueckauer; Nasir Ahmad; Jaap de Ruyter van Steveninck; Umut Güçlü; Marcel van Gerven (Int. J. Neural Syst., 2022)

Modeling, Recognizing, and Explaining Apparent Personality From Videos. - Hugo Jair Escalante; Heysem Kaya; Albert Ali Salah; Sergio Escalera; Yagmur Güçlütürk; Umut Güçlü; Xavier Baró; Isabelle Guyon; Júlio C. S. Jacques Júnior; Meysam Madadi; Stéphane Ayache; Evelyne Viegas; et al. (IEEE Trans. Affect. Comput., 2022)

First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. - Júlio C. S. Jacques Júnior; Yagmur Güçlütürk; Marc Pérez; Umut Güçlü; Carlos Andújar; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon; Marcel A. J. van Gerven; Rob van Lier; Sergio Escalera (IEEE Trans. Affect. Comput., 2022)

MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity. - Lynn Le; Paolo Papale; Katja Seeliger; Antonio Lozano; Thirza Dado; Feng Wang; Pieter R. Roelfsema; Marcel A. J. van Gerven; Yagmur Güçlütürk; Umut Güçlü (NeurIPS, 2024)

Dimensions underlying the representational alignment of deep neural networks with humans. - Florian P. Mahner; Lukas Muttenthaler; Umut Güçlü; Martin N. Hebart (CoRR, 2024)

Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain. - Thirza Dado; Paolo Papale; Antonio Lozano; Lynn Le; Feng Wang; Marcel van Gerven; Pieter R. Roelfsema; Yagmur Güçlütürk; Umut Güçlü (PLoS Comput. Biol., 2024)