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Marcel van Gerven

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Effective Learning with Node Perturbation in Deep Neural Networks

Oct 02, 2023
Sander Dalm, Marcel van Gerven, Nasir Ahmad

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Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization

Nov 11, 2022
Burcu Küçükoğlu, Walraaf Borkent, Bodo Rueckauer, Nasir Ahmad, Umut Güçlü, Marcel van Gerven

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Learning Policies for Continuous Control via Transition Models

Sep 16, 2022
Justus Huebotter, Serge Thill, Marcel van Gerven, Pablo Lanillos

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Constrained Parameter Inference as a Principle for Learning

Apr 01, 2022
Nasir Ahmad, Ellen Schrader, Marcel van Gerven

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Neuroscience-inspired perception-action in robotics: applying active inference for state estimation, control and self-perception

May 10, 2021
Pablo Lanillos, Marcel van Gerven

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Scaling up learning with GAIT-prop

Feb 23, 2021
Sander Dalm, Nasir Ahmad, Luca Ambrogioni, Marcel van Gerven

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Automatic variational inference with cascading flows

Feb 09, 2021
Luca Ambrogioni, Gianluigi Silvestri, Marcel van Gerven

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A deep active inference model of the rubber-hand illusion

Aug 17, 2020
Thomas Rood, Marcel van Gerven, Pablo Lanillos

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Explainable Deep Learning: A Field Guide for the Uninitiated

Apr 30, 2020
Ning Xie, Gabrielle Ras, Marcel van Gerven, Derek Doran

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Virtual staining for mitosis detection in Breast Histopathology

Mar 17, 2020
Caner Mercan, Germonda Reijnen-Mooij, David Tellez Martin, Johannes Lotz, Nick Weiss, Marcel van Gerven, Francesco Ciompi

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