Evolutionary expectation maximization. - Enrico Guiraud; Jakob Drefs; Jörg Lücke (GECCO, 2018)

ProSper - A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions. - Georgios Exarchakis; Jörg Bornschein; Abdul-Saboor Sheikh; Zhenwen Dai; Marc Henniges; Jakob Drefs; Jörg Lücke (CoRR, 2019)

STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds. - Abdul-Saboor Sheikh; Nicol S. Harper; Jakob Drefs; Yosef Singer; Zhenwen Dai; Richard E. Turner; Jörg Lücke (PLoS Comput. Biol., 2019)

A Double-Dictionary Approach Learns Component Means and Variances for V1 Encoding. - S. Hamid Mousavi; Jakob Drefs; Jörg Lücke (LOD (2), 2020)

Maximal Causes for Exponential Family Observables. - S. Hamid Mousavi; Jakob Drefs; Florian Hirschberger; Jörg Lücke (CoRR, 2020)

Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents. - Enrico Guiraud; Jakob Drefs; Jörg Lücke (CoRR, 2020)

Inference and Learning in a Latent Variable Model for Beta Distributed Interval Data. - S. Hamid Mousavi; Mareike Buhl; Enrico Guiraud; Jakob Drefs; Jörg Lücke (Entropy, 2021)

Direct Evolutionary Optimization of Variational Autoencoders with Binary Latents. - Jakob Drefs; Enrico Guiraud; Filippos Panagiotou; Jörg Lücke (ECML/PKDD (3), 2022)

Evolutionary Variational Optimization of Generative Models. - Jakob Drefs; Enrico Guiraud; Jörg Lücke (J. Mach. Learn. Res., 2022)

Evolutionary Variational Optimization for Probabilistic Unsupervised Learning. - Jakob Drefs (2022)

Generic Unsupervised Optimization for a Latent Variable Model With Exponential Family Observables. - S. Hamid Mousavi; Jakob Drefs; Florian Hirschberger; Jörg Lücke (J. Mach. Learn. Res., 2023)

Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting. - Veranika Boukun; Jakob Drefs; Jörg Lücke (INTERSPEECH, 2024)

Zero-shot denoising of microscopy images recorded at high-resolution limits. - Sebastian Salwig; Jakob Drefs; Jörg Lücke (PLoS Comput. Biol., 2024)