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Wouter M. Kouw

Coupled autoregressive active inference agents for control of multi-joint dynamical systems

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Oct 14, 2024
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Planning to avoid ambiguous states through Gaussian approximations to non-linear sensors in active inference agents

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Sep 03, 2024
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Bayesian grey-box identification of nonlinear convection effects in heat transfer dynamics

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Jul 01, 2024
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Information-seeking polynomial NARX model-predictive control through expected free energy minimization

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Dec 22, 2023
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Variational Bayes for robust radar single object tracking

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Sep 28, 2022
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The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity

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Feb 27, 2020
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A cross-center smoothness prior for variational Bayesian brain tissue segmentation

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Mar 11, 2019
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A review of single-source unsupervised domain adaptation

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Jan 16, 2019
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An introduction to domain adaptation and transfer learning

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Jan 14, 2019
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Learning an MR acquisition-invariant representation using Siamese neural networks

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Oct 17, 2018
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