Jakob Drefs - RankMe

14 papers A 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting. INTERSPEECH Veranika Boukun, Jakob Drefs, Jörg Lücke
2024	J	`jnl`	Zero-shot denoising of microscopy images recorded at high-resolution limits. PLoS Comput. Biol. Sebastian Salwig, Jakob Drefs, Jörg Lücke
2023	J	`jnl`	Generic Unsupervised Optimization for a Latent Variable Model With Exponential Family Observables. J. Mach. Learn. Res. S. Hamid Mousavi, Jakob Drefs, Florian Hirschberger, Jörg Lücke
2022	—	`conf`	Direct Evolutionary Optimization of Variational Autoencoders with Binary Latents. ECML/PKDD (3) Jakob Drefs, Enrico Guiraud, Filippos Panagiotou, Jörg Lücke
2022	—	`—`	Evolutionary Variational Optimization for Probabilistic Unsupervised Learning. Jakob Drefs
2022	J	`jnl`	Evolutionary Variational Optimization of Generative Models. J. Mach. Learn. Res. Jakob Drefs, Enrico Guiraud, Jörg Lücke
2021	J	`jnl`	Inference and Learning in a Latent Variable Model for Beta Distributed Interval Data. Entropy S. Hamid Mousavi, Mareike Buhl, Enrico Guiraud, Jakob Drefs, Jörg Lücke
2020	—	`conf`	A Double-Dictionary Approach Learns Component Means and Variances for V1 Encoding. LOD (2) S. Hamid Mousavi, Jakob Drefs, Jörg Lücke
2020	J	`jnl`	Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents. CoRR Enrico Guiraud, Jakob Drefs, Jörg Lücke
2020	J	`jnl`	Evolutionary Variational Optimization of Generative Models. CoRR Jakob Drefs, Enrico Guiraud, Jörg Lücke
2020	J	`jnl`	Maximal Causes for Exponential Family Observables. CoRR S. Hamid Mousavi, Jakob Drefs, Florian Hirschberger, Jörg Lücke
2019	J	`jnl`	ProSper - A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions. CoRR Georgios Exarchakis, Jörg Bornschein, Abdul-Saboor Sheikh, Zhenwen Dai, Marc Henniges, Jakob Drefs, Jörg Lücke
2019	J	`jnl`	STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds. PLoS Comput. Biol. Abdul-Saboor Sheikh, Nicol S. Harper, Jakob Drefs, Yosef Singer, Zhenwen Dai, Richard E. Turner, Jörg Lücke
2018	A	`conf`	Evolutionary expectation maximization. GECCO Enrico Guiraud, Jakob Drefs, Jörg Lücke