Umut Güçlü

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 42

Top Topics

Conditional Random Fields

Variational Inference

Top Venues

IEEE Trans. Affect. Comput.

PLoS Comput. Biol.

Publications

Florian P. Mahner, Lukas Muttenthaler, Umut Güçlü, Martin N. Hebart
Dimensions underlying the representational alignment of deep neural networks with humans. CoRR (2024)
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
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. IEEE Trans. Affect. Comput. 13 (1) (2022)
Burcu Küçükoglu, Bodo Rueckauer, Nasir Ahmad, Jaap de Ruyter van Steveninck, Umut Güçlü, Marcel van Gerven
Optimization of Neuroprosthetic Vision via End-to-End Deep Reinforcement Learning. Int. J. Neural Syst. 32 (11) (2022)
Burcu Küçükoglu, Walraaf Borkent, Bodo Rueckauer, Nasir Ahmad, Umut Güçlü, Marcel van Gerven
Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization. CoRR (2022)
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
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13 (2) (2022)
Katja Seeliger, Luca Ambrogioni, Yagmur Güçlütürk, L. M. van den Bulk, Umut Güçlü, Marcel A. J. van Gerven
End-to-end neural system identification with neural information flow. PLoS Comput. Biol. 17 (2) (2021)
Linda Geerligs, Marcel van Gerven, Umut Güçlü
Detecting neural state transitions underlying event segmentation. NeuroImage 236 (2021)
Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR (2021)
Julia Berezutskaya, Zachary Freudenburg, Umut Güçlü, Marcel A. J. van Gerven, Nick F. Ramsey
Brain-optimized extraction of complex sound features that drive continuous auditory perception. PLoS Comput. Biol. 16 (7) (2020)
Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42 (5) (2020)
Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Güçlü, Max Hinne, Philippe Giguère, Brahim Chaib-draa, Marcel van Gerven, François Laviolette
The Indian Chefs Process. CoRR (2020)
Gabriëlle Ras, Luca Ambrogioni, Pim Haselager, Marcel A. J. van Gerven, Umut Güçlü
Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations. CoRR (2020)
Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Güçlü, Max Hinne, Philippe Giguère, Marcel van Gerven, François Laviolette
The Indian Chefs Process. UAI (2020)
Gabriëlle Ras, Ron Dotsch, Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven
Background Hardly Matters: Understanding Personality Attribution in Deep Residual Networks. CoRR (2019)
Gabrielle Ras, Luca Ambrogioni, Umut Güçlü, Marcel van Gerven
Temporal Factorization of 3D Convolutional Kernels. BNAIC/BENELEARN (2019)
Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yagmur Güçlütürk, Max Hinne, Eric Maris, Marcel van Gerven
Forward Amortized Inference for Likelihood-Free Variational Marginalization. AISTATS (2019)
Luca Ambrogioni, Patrick Ebel, Max Hinne, Umut Güçlü, Marcel van Gerven, Eric Maris
SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity. AISTATS (2019)
Caroline J. M. Bollen, Umut Güçlü, Richard J. A. van Wezel, Marcel A. J. van Gerven, Yagmur Güçlütürk
Simulating neuroprosthetic vision for emotion recognition. ACII Workshops (2019)
Gabriëlle Ras, Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven
Temporal Factorization of 3D Convolutional Kernels. CoRR (2019)
Luca Ambrogioni, Umut Güçlü, Marcel van Gerven
k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. CoRR (2019)
Lars Bokkers, Luca Ambrogioni, Umut Güçlü
Segmentation of Photovoltaic Panels in Aerial Photography Using Group Equivariant FCNs. BNAIC/BENELEARN (2019)
Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yagmur Güçlütürk, Max Hinne, Eric Maris, Marcel A. J. van Gerven
Forward Amortized Inference for Likelihood-Free Variational Marginalization. CoRR (2018)
Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Marcel van Gerven
Wasserstein Variational Gradient Descent: From Semi-Discrete Optimal Transport to Ensemble Variational Inference. CoRR (2018)
Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris
Wasserstein Variational Inference. CoRR (2018)
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
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR (2018)
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
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR (2018)
Katja Seeliger, Umut Güçlü, Luca Ambrogioni, Yagmur Güçlütürk, Marcel A. J. van Gerven
Generative adversarial networks for reconstructing natural images from brain activity. NeuroImage 181 (2018)
Katja Seeliger, M. Fritsche, Umut Güçlü, Sanne Schoenmakers, Jan-Mathijs Schoffelen, Sander E. Bosch, Marcel van Gerven
Convolutional neural network-based encoding and decoding of visual object recognition in space and time. NeuroImage 180 (Part) (2018)
Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier
Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affect. Comput. 9 (3) (2018)
Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris
Wasserstein Variational Inference. NeurIPS (2018)
Umut Güçlü, Marcel A. J. van Gerven
Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks. Frontiers Comput. Neurosci. 11 (2017)
Yagmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander E. Bosch, Rob van Lier, Marcel van Gerven
Deep adversarial neural decoding. CoRR (2017)
Yagmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander E. Bosch, Rob van Lier, Marcel A. J. van Gerven
Reconstructing perceived faces from brain activations with deep adversarial neural decoding. NIPS (2017)
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
Design of an explainable machine learning challenge for video interviews. IJCNN (2017)
Umut Güçlü, Yagmur Güçlütürk, Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Rob van Lier, Marcel A. J. van Gerven
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. CoRR (2017)
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
Visualizing Apparent Personality Analysis with Deep Residual Networks. ICCV Workshops (2017)
Umut Güçlü, Marcel A. J. van Gerven
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects. NeuroImage 145 (2017)
Umut Güçlü, Jordy Thielen, Michael Hanke, Marcel van Gerven, Marcel A. J. van Gerven
Brains on Beats. NIPS (2016)
Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition. ECCV Workshops (3) (2016)
Yagmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven
Convolutional Sketch Inversion. ECCV Workshops (1) (2016)
Yagmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven
Convolutional Sketch Inversion. CoRR (2016)
Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition. CoRR (2016)
Umut Güçlü, Marcel A. J. van Gerven
Unsupervised Feature Learning Improves Prediction of Human Brain Activity in Response to Natural Images. PLoS Comput. Biol. 10 (8) (2014)
Sanne Schoenmakers, Umut Güçlü, Marcel van Gerven, Tom Heskes
Gaussian mixture models and semantic gating improve reconstructions from human brain activity. Frontiers Comput. Neurosci. 8 (2014)
Umut Güçlü, Yagmur Güçlütürk, Chu Kiong Loo
Evaluation of fractal dimension estimation methods for feature extraction in motor imagery based brain computer interface. WCIT (2011)
Umut Güçlü, Yagmur Güçlütürk, Andrews Samraj
A novel approach to improve the performance of the P300 speller paradigm. SMC (2010)