Umut Güçlü

According to our database, Umut Güçlü authored at least 43 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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

Dimensions underlying the representational alignment of deep neural networks with humans.

Florian P. Mahner, Lukas Muttenthaler, Umut Güçlü, Martin N. Hebart

CoRR, 2024

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

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, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier

IEEE Trans. Affect. Comput., 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

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

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

Detecting neural state transitions underlying event segmentation.

Linda Geerligs, Marcel van Gerven, Umut Güçlü

NeuroImage, 2021

ChaLearn Looking at People: Inpainting and Denoising challenges.

Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon

CoRR, 2021

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

Guest Editorial: Image and Video Inpainting and Denoising.

Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü

IEEE Trans. Pattern Anal. Mach. Intell., 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

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

The Indian Chefs Process.

Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Güçlü, Max Hinne, Philippe Giguère, Marcel van Gerven, François Laviolette

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2019

Current Advances in Neural Decoding.

Marcel A. J. van Gerven, Katja Seeliger, Umut Güçlü, Yagmur Güçlütürk

Proceedings of the Explainable AI: Interpreting, 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

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

Luca Ambrogioni, Umut Güçlü, Marcel van Gerven

CoRR, 2019

Temporal Factorization of 3D Convolutional Kernels.

Gabrielle Ras, Luca Ambrogioni, Umut Güçlü, Marcel van Gerven

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Segmentation of Photovoltaic Panels in Aerial Photography Using Group Equivariant FCNs.

Lars Bokkers, Luca Ambrogioni, Umut Güçlü

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 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

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity.

Luca Ambrogioni, Patrick Ebel, Max Hinne, Umut Güçlü, Marcel van Gerven, Eric Maris

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Simulating neuroprosthetic vision for emotion recognition.

Caroline J. M. Bollen, Umut Güçlü, Richard J. A. van Wezel, Marcel A. J. van Gerven, Yagmur Güçlütürk

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

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

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

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

Wasserstein Variational Gradient Descent: From Semi-Discrete Optimal Transport to Ensemble Variational Inference.

Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Marcel van Gerven

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

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, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier

CoRR, 2018

Wasserstein Variational Inference.

Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Increasingly complex representations of natural movies across the dorsal stream are shared between subjects.

Umut Güçlü, Marcel A. J. van Gerven

NeuroImage, 2017

Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks.

Umut Güçlü, Marcel A. J. van Gerven

Frontiers Comput. Neurosci., 2017

Deep adversarial neural decoding.

Yagmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander E. Bosch, Rob van Lier, Marcel van Gerven

CoRR, 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, Rob van Lier, Marcel A. J. van Gerven

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 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

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

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

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Brains on Beats.

Umut Güçlü, Jordy Thielen, Michael Hanke, Marcel van Gerven, Marcel A. J. van Gerven

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Convolutional Sketch Inversion.

Yagmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

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

Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

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

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

2011

Evaluation of fractal dimension estimation methods for feature extraction in motor imagery based brain computer interface.

Umut Güçlü, Yagmur Güçlütürk, Chu Kiong Loo

Proceedings of the First World Conference on Information Technology, 2011

2010

A novel approach to improve the performance of the P300 speller paradigm.

Umut Güçlü, Yagmur Güçlütürk, Andrews Samraj

Proceedings of the IEEE International Conference on Systems, 2010