Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction. - Eleni Fotiadou; Mengzhu Xu; Bart van Erp; Ruud J. G. van Sloun; Rik Vullings (EMBC, 2020)

Message Passing-Based Inference in the Gamma Mixture Model. - Albert Podusenko; Bart van Erp; Dmitry Bagaev; Ismail Senöz; Bert de Vries (MLSP, 2021)

Variational Log-Power Spectral Tracking for Acoustic Signals. - Bart van Erp; Ismail Senöz; Bert de Vries (SSP, 2021)

AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms. - Albert Podusenko; Bart van Erp; Magnus T. Koudahl; Bert de Vries (CoRR, 2021)

Hybrid Inference with Invertible Neural Networks in Factor Graphs. - Bart van Erp; Bert de Vries (EUSIPCO, 2022)

Message Passing-based Inference in Switching Autoregressive Models. - Albert Podusenko; Bart van Erp; Dmitry Bagaev; Ismail Senöz; Bert de Vries (EUSIPCO, 2022)

Online Single-Microphone Source Separation using Non-Linear Autoregressive Models. - Bart van Erp; Bert de Vries (PGM, 2022)

Efficient Model Evidence Computation in Tree-structured Factor Graphs. - Hoang M. H. Nguyen; Bart van Erp; Ismail Senöz; Bert de Vries (SiPS, 2022)

Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization. - Jim Beckers; Bart van Erp; Ziyue Zhao; Kirill Kondrashov; Bert de Vries (CoRR, 2022)

Active Inference and Epistemic Value in Graphical Models. - Thijs van de Laar; Magnus T. Koudahl; Bart van Erp; Bert de Vries (Frontiers Robotics AI, 2022)

ReactiveMP.jl: A Julia package for reactive variational Bayesian inference. - Dmitry Bagaev; Bart van Erp; Albert Podusenko; Bert de Vries (Softw. Impacts, 2022)

Automating Model Comparison in Factor Graphs. - Bart van Erp; Wouter W. L. Nuijten; Thijs van de Laar; Bert de Vries (Entropy, 2023)

Multi-Agent Trajectory Planning with NUV Priors. - Bart van Erp; Dmitry Bagaev; Albert Podusenko; Ismail Senöz; Bert de Vries (ACC, 2024)

Context-Aware Preference Learning System Based on Dirichlet Process Gaussian Mixture Model. - Xianbo Xu; Bart van Erp; Tanya Ignatenko (ICASSP, 2024)

Message Passing-Based Bayesian Control of a Cart-Pole System. - Sepideh Adamiat; Wouter M. Kouw; Bart van Erp; Bert de Vries (IWAI, 2024)

Online Structure Learning with Dirichlet Processes Through Message Passing. - Bart van Erp; Wouter W. L. Nuijten; Bert de Vries (IWAI, 2024)

Improved Depth Estimation of Bayesian Neural Networks. - Bart van Erp; Bert de Vries (CoRR, 2024)

Expected Free Energy-based Planning as Variational Inference. - Bert de Vries; Wouter W. L. Nuijten; Thijs van de Laar; Wouter M. Kouw; Sepideh Adamiat; Tim Nisslbeck; Mykola Lukashchuk; Hoang Minh Huu Nguyen; Marco Hidalgo Araya; Raphael Tresor; Thijs Jenneskens; Ivana Nikoloska; et al. (CoRR, 2025)