Marcel A. J. van Gerven

65 papers A* 3B 1Journal 49Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Machine learning-based treatment outcome prediction in head and neck cancer using integrated noninvasive diagnostics. Int. J. Comput. Assist. Radiol. Surg. Melda Yeghaian, Stefano Trebeschi, Marina Herrero-Huertas, Francisco Javier Mendoza Ferradás, Paula Bos, Maarten J. A. van Alphen, Marcel A. J. van Gerven, Regina G. H. Beets-Tan, Zuhir Bodalal, Lilly-Ann van der Velden
2026	J	`jnl`	Symbolic Discovery of Stochastic Differential Equations with Genetic Programming. CoRR Sigur de Vries, Sander W. Keemink, Marcel A. J. van Gerven
2025	J	`jnl`	Kozax: Flexible and Scalable Genetic Programming in JAX. CoRR Sigur de Vries, Sander W. Keemink, Marcel A. J. van Gerven
2025	J	`jnl`	Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning. J. Am. Medical Informatics Assoc. Melda Yeghaian, Zuhir Bodalal, Daan van den Broek, John B. A. G. Haanen, Regina G. H. Beets-Tan, Stefano Trebeschi, Marcel A. J. van Gerven
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	J	`jnl`	Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep Learning. CoRR Melda Yeghaian, Zuhir Bodalal, Daan van den Broek, John B. A. G. Haanen, Regina G. H. Beets-Tan, Stefano Trebeschi, Marcel A. J. 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`	Predictive coding is a consequence of energy efficiency in recurrent neural networks. Patterns Abdullahi Ali, Nasir Ahmad, Elgar de Groot, Marcel A. J. van Gerven, Tim Christian Kietzmann
2022	—	`conf`	Towards Naturalistic Speech Decoding from Intracranial Brain Data. EMBC Julia Berezutskaya, Luca Ambrogioni, Nick F. Ramsey, Marcel A. J. van Gerven
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`	Classifying sex and strain from mouse ultrasonic vocalizations using deep learning. PLoS Comput. Biol. Alexander Ivanenko, Paul V. Watkins, Marcel A. J. van Gerven, K. Hammerschmidt, Bernhard Englitz
2020	—	`conf`	End-to-End Pixel-Based Deep Active Inference for Body Perception and Action. ICDL-EPIROB Cansu Sancaktar, Marcel A. J. van Gerven, Pablo Lanillos
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	A*	`conf`	GAIT-prop: A biologically plausible learning rule derived from backpropagation of error. NeurIPS Nasir Ahmad, Marcel A. J. van Gerven, Luca Ambrogioni
2020	J	`jnl`	GAIT-prop: A biologically plausible learning rule derived from backpropagation of error. CoRR Nasir Ahmad, Marcel A. J. van Gerven, Luca Ambrogioni
2020	J	`jnl`	Spike-Timing-Dependent Inference of Synaptic Weights. CoRR Nasir Ahmad, Luca Ambrogioni, Marcel A. J. van Gerven
2020	J	`jnl`	Validation of structural brain connectivity networks: The impact of scanning parameters. NeuroImage Karen Sandø Ambrosen, Simon F. Eskildsen, Max Hinne, Kristine Krug, Henrik Lundell, Mikkel N. Schmidt, Marcel A. J. van Gerven, Morten Mørup, Tim B. Dyrby
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	J	`jnl`	Causal inference using Bayesian non-parametric quasi-experimental design. CoRR Max Hinne, Marcel A. J. van Gerven, Luca Ambrogioni
2019	—	`ch.`	Current Advances in Neural Decoding. Explainable AI Marcel A. J. van Gerven, Katja Seeliger, Umut Güçlü, Yagmur Güçlütürk
2019	J	`jnl`	Eye movements explain decodability during perception and cued attention in MEG. NeuroImage Silvan C. Quax, Nadine Dijkstra, Mariel J. van Staveren, Sander E. Bosch, Marcel A. J. van Gerven
2019	J	`jnl`	Modulation of early visual processing alleviates capacity limits in solving multiple tasks. CoRR Sushrut Thorat, Giacomo Aldegheri, Marcel A. J. van Gerven, Marius V. Peelen
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	J	`jnl`	Temporal Factorization of 3D Convolutional Kernels. CoRR Gabriëlle Ras, Luca Ambrogioni, Umut Güçlü, Marcel A. J. 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	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	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`	Dynamic decomposition of spatiotemporal neural signals. PLoS Comput. Biol. Luca Ambrogioni, Marcel A. J. van Gerven, Eric Maris
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	J	`jnl`	The missing link: Predicting connectomes from noisy and partially observed tract tracing data. PLoS Comput. Biol. Max Hinne, Annet Meijers, Rembrandt Bakker, Paul H. E. Tiesinga, Morten Mørup, 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
2016	J	`jnl`	Preference for Audiovisual Speech Congruency in Superior Temporal Cortex. J. Cogn. Neurosci. Claudia S. Lüttke, Matthias Ekman, Marcel A. J. van Gerven, Floris P. de Lange
2015	J	`jnl`	Bayesian Estimation of Conditional Independence Graphs Improves Functional Connectivity Estimates. PLoS Comput. Biol. Max Hinne, Ronald J. Janssen, Tom Heskes, Marcel A. J. van Gerven
2015	J	`jnl`	Measuring directionality between neuronal oscillations of different frequencies. NeuroImage Haiteng Jiang, Ali Bahramisharif, Marcel A. J. van Gerven, Ole Jensen
2015	J	`jnl`	Modality-specific Alpha Modulations Facilitate Long-term Memory Encoding in the Presence of Distracters. J. Cogn. Neurosci. Haiteng Jiang, Marcel A. J. van Gerven, Ole Jensen
2015	J	`jnl`	Predicting the Semantic Category of Internally Generated Words from Neuromagnetic Recordings. J. Cogn. Neurosci. Irina Simanova, Marcel A. J. van Gerven, Robert Oostenveld, Peter Hagoort
2015	J	`jnl`	Probabilistic model-based functional parcellation reveals a robust, fine-grained subdivision of the striatum. NeuroImage Ronald J. Janssen, P. Jylänki, Roy P. C. Kessels, Marcel A. J. van Gerven
2015	J	`jnl`	Spreading Codes Enables the Blind Estimation of the Hemodynamic Response with Short-Events Sequences. Int. J. Neural Syst. Miguel Angel Lopez-Gordo, Daniel Sánchez Morillo, Marcel A. J. van Gerven
2014	J	`jnl`	Quantifying uncertainty in brain network measures using Bayesian connectomics. Frontiers Comput. Neurosci. Ronald J. Janssen, Max Hinne, Tom Heskes, Marcel A. J. van Gerven
2014	J	`jnl`	Structurally-informed Bayesian functional connectivity analysis. NeuroImage Max Hinne, Luca Ambrogioni, Ronald J. Janssen, Tom Heskes, Marcel A. J. van Gerven
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
2013	J	`jnl`	Bayesian Sparse Partial Least Squares. Neural Comput. Diego Vidaurre, Marcel A. J. van Gerven, Concha Bielza, Pedro Larrañaga, Tom Heskes
2013	J	`jnl`	Bayesian inference of structural brain networks. NeuroImage Max Hinne, Tom Heskes, Christian F. Beckmann, Marcel A. J. van Gerven
2013	J	`jnl`	Decoding the memorization of individual stimuli with direct human brain recordings. NeuroImage Marcel A. J. van Gerven, Eric Maris, Michael R. Sperling, Ashwini Sharan, Brian Litt, Christopher Anderson, Gordon Baltuch, Joshua Jacobs
2013	J	`jnl`	MEG-based decoding of the spatiotemporal dynamics of visual category perception. NeuroImage Marieke E. van de Nieuwenhuijzen, A. R. Backus, Ali Bahramisharif, Christian F. Doeller, Ole Jensen, Marcel A. J. van Gerven
2012	—	`conf`	A Linear Gaussian Framework for Decoding of Perceived Images. PRNI Marcel A. J. van Gerven, Tom Heskes
2011	—	`conf`	Covert Attention as a Paradigm for Subject-Independent Brain-Computer Interfacing. MLINI Hans J. P. Wouters, Marcel A. J. van Gerven, Matthias Sebastian Treder, Tom Heskes, Ali Bahramisharif
2011	J	`jnl`	On the use of interaction error potentials for adaptive brain computer interfaces. Neural Networks Alberto Llera, Marcel A. J. van Gerven, Vicenç Gómez, Ole Jensen, Hilbert J. Kappen
2011	—	`conf`	The Dynamic Beamformer. MLINI Ali Bahramisharif, Marcel A. J. van Gerven, Jan-Mathijs Schoffelen, Zoubin Ghahramani, Tom Heskes
2010	J	`jnl`	Efficient Bayesian multivariate fMRI analysis using a sparsifying spatio-temporal prior. NeuroImage Marcel A. J. van Gerven, Botond Cseke, Floris P. de Lange, Tom Heskes