Umut Güçlü - RankMe

52 papers A* 2A 3B 5Journal 32Unranked 9

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain. PLoS Comput. Biol. Thirza Dado, Paolo Papale, Antonio Lozano, Lynn Le, Feng Wang, Marcel van Gerven, Pieter R. Roelfsema, Yagmur Güçlütürk, Umut Güçlü
2024	J	`jnl`	Dimensions underlying the representational alignment of deep neural networks with humans. CoRR Florian P. Mahner, Lukas Muttenthaler, Umut Güçlü, Martin N. Hebart
2024	B	`conf`	Get more from less: Differential neural decoding for effective reconstruction of perceived naturalistic stimuli from noisy and scarce neural data. CogSci Thirza Dado, Umut Güçlü
2024	A*	`conf`	MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity. NeurIPS Lynn Le, Paolo Papale, Katja Seeliger, Antonio Lozano, Thirza Dado, Feng Wang, Pieter R. Roelfsema, Marcel A. J. van Gerven, Yagmur Güçlütürk, Umut Güçlü
2024	B	`conf`	The neural basis of Event Segmentation Theory during naturalistic perception: stable neural activity patterns throughout the cortex. CogSci Djamari Oetringer, Dora Gozukara, Umut Güçlü, Linda Geerligs
2024	B	`conf`	What MEG can tell us about predictive processing during language comprehension. CogSci Sahel Azizpour, Britta U. Westner, Umut Güçlü, Linda Geerligs
2022	J	`jnl`	Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization. CoRR Burcu Küçükoglu, Walraaf Borkent, Bodo Rueckauer, Nasir Ahmad, Umut Güçlü, Marcel van Gerven
2022	J	`jnl`	First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. IEEE Trans. Affect. Comput. 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
2022	J	`jnl`	Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 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
2022	J	`jnl`	Optimization of Neuroprosthetic Vision via End-to-End Deep Reinforcement Learning. Int. J. Neural Syst. Burcu Küçükoglu, Bodo Rueckauer, Nasir Ahmad, Jaap de Ruyter van Steveninck, Umut Güçlü, Marcel van Gerven
2021	J	`jnl`	ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
2021	J	`jnl`	Detecting neural state transitions underlying event segmentation. NeuroImage Linda Geerligs, Marcel van Gerven, Umut Güçlü
2021	J	`jnl`	End-to-end neural system identification with neural information flow. PLoS Comput. Biol. Katja Seeliger, Luca Ambrogioni, Yagmur Güçlütürk, L. M. van den Bulk, Umut Güçlü, Marcel A. J. van Gerven
2020	J	`jnl`	Brain-optimized extraction of complex sound features that drive continuous auditory perception. PLoS Comput. Biol. Julia Berezutskaya, Zachary Freudenburg, Umut Güçlü, Marcel A. J. van Gerven, Nick F. Ramsey
2020	J	`jnl`	Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations. CoRR Gabriëlle Ras, Luca Ambrogioni, Pim Haselager, Marcel A. J. van Gerven, Umut Güçlü
2020	J	`jnl`	Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü
2020	A	`conf`	The Indian Chefs Process. UAI Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Güçlü, Max Hinne, Philippe Giguère, Marcel van Gerven, François Laviolette
2020	J	`jnl`	The Indian Chefs Process. CoRR Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Güçlü, Max Hinne, Philippe Giguère, Brahim Chaib-draa, Marcel van Gerven, François Laviolette
2019	J	`jnl`	Background Hardly Matters: Understanding Personality Attribution in Deep Residual Networks. CoRR Gabriëlle Ras, Ron Dotsch, Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven
2019	—	`ch.`	Current Advances in Neural Decoding. Explainable AI Marcel A. J. van Gerven, Katja Seeliger, Umut Güçlü, Yagmur Güçlütürk
2019	A	`conf`	Forward Amortized Inference for Likelihood-Free Variational Marginalization. AISTATS Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yagmur Güçlütürk, Max Hinne, Eric Maris, Marcel van Gerven
2019	—	`conf`	Segmentation of Photovoltaic Panels in Aerial Photography Using Group Equivariant FCNs. BNAIC/BENELEARN Lars Bokkers, Luca Ambrogioni, Umut Güçlü
2019	—	`conf`	Simulating neuroprosthetic vision for emotion recognition. ACII Workshops Caroline J. M. Bollen, Umut Güçlü, Richard J. A. van Wezel, Marcel A. J. van Gerven, Yagmur Güçlütürk
2019	A	`conf`	SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity. AISTATS Luca Ambrogioni, Patrick Ebel, Max Hinne, Umut Güçlü, Marcel van Gerven, Eric Maris
2019	—	`conf`	Temporal Factorization of 3D Convolutional Kernels. BNAIC/BENELEARN Gabrielle Ras, Luca Ambrogioni, Umut Güçlü, Marcel van Gerven
2019	J	`jnl`	Temporal Factorization of 3D Convolutional Kernels. CoRR Gabriëlle Ras, Luca Ambrogioni, Umut Güçlü, Marcel A. J. van Gerven
2019	J	`jnl`	k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. CoRR Luca Ambrogioni, Umut Güçlü, Marcel van Gerven
2018	J	`jnl`	Convolutional neural network-based encoding and decoding of visual object recognition in space and time. NeuroImage Katja Seeliger, M. Fritsche, Umut Güçlü, Sanne Schoenmakers, Jan-Mathijs Schoffelen, Sander E. Bosch, Marcel van Gerven
2018	J	`jnl`	Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR 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
2018	J	`jnl`	First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR 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
2018	J	`jnl`	Forward Amortized Inference for Likelihood-Free Variational Marginalization. CoRR Luca Ambrogioni, Umut Güçlü, Julia Berezutskaya, Eva W. P. van den Borne, Yagmur Güçlütürk, Max Hinne, Eric Maris, Marcel A. J. van Gerven
2018	J	`jnl`	Generative adversarial networks for reconstructing natural images from brain activity. NeuroImage Katja Seeliger, Umut Güçlü, Luca Ambrogioni, Yagmur Güçlütürk, Marcel A. J. van Gerven
2018	J	`jnl`	Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affect. Comput. Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier
2018	J	`jnl`	Wasserstein Variational Gradient Descent: From Semi-Discrete Optimal Transport to Ensemble Variational Inference. CoRR Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Marcel van Gerven
2018	A*	`conf`	Wasserstein Variational Inference. NeurIPS Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris
2018	J	`jnl`	Wasserstein Variational Inference. CoRR Luca Ambrogioni, Umut Güçlü, Yagmur Güçlütürk, Max Hinne, Marcel A. J. van Gerven, Eric Maris
2017	J	`jnl`	Deep adversarial neural decoding. CoRR Yagmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander E. Bosch, Rob van Lier, Marcel van Gerven
2017	B	`conf`	Design of an explainable machine learning challenge for video interviews. IJCNN 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
2017	J	`jnl`	End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. CoRR Umut Güçlü, Yagmur Güçlütürk, Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Rob van Lier, Marcel A. J. van Gerven
2017	J	`jnl`	Increasingly complex representations of natural movies across the dorsal stream are shared between subjects. NeuroImage Umut Güçlü, Marcel A. J. van Gerven
2017	J	`jnl`	Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks. Frontiers Comput. Neurosci. Umut Güçlü, Marcel A. J. van Gerven
2017	—	`conf`	Reconstructing perceived faces from brain activations with deep adversarial neural decoding. NIPS Yagmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander E. Bosch, Rob van Lier, Marcel A. J. van Gerven
2017	—	`conf`	Visualizing Apparent Personality Analysis with Deep Residual Networks. ICCV Workshops 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
2016	—	`conf`	Brains on Beats. NIPS Umut Güçlü, Jordy Thielen, Michael Hanke, Marcel van Gerven, Marcel A. J. van Gerven
2016	—	`conf`	Convolutional Sketch Inversion. ECCV Workshops (1) Yagmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven
2016	J	`jnl`	Convolutional Sketch Inversion. CoRR Yagmur Güçlütürk, Umut Güçlü, Rob van Lier, Marcel A. J. van Gerven
2016	—	`conf`	Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition. ECCV Workshops (3) Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier
2016	J	`jnl`	Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition. CoRR Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier
2014	J	`jnl`	Gaussian mixture models and semantic gating improve reconstructions from human brain activity. Frontiers Comput. Neurosci. Sanne Schoenmakers, Umut Güçlü, Marcel van Gerven, Tom Heskes
2014	J	`jnl`	Unsupervised Feature Learning Improves Prediction of Human Brain Activity in Response to Natural Images. PLoS Comput. Biol. Umut Güçlü, Marcel A. J. van Gerven
2011	—	`conf`	Evaluation of fractal dimension estimation methods for feature extraction in motor imagery based brain computer interface. WCIT Umut Güçlü, Yagmur Güçlütürk, Chu Kiong Loo
2010	B	`conf`	A novel approach to improve the performance of the P300 speller paradigm. SMC Umut Güçlü, Yagmur Güçlütürk, Andrews Samraj