2 papers
cs.LG2026
Understanding Self-Supervised Learning via Latent Distribution Matching
Fabian A Mikulasch, Friedemann Zenke
Self-supervised learning (SSL) excels at finding general-purpose latent representations from complex data, yet lacks a unifying theoretical framework that explains the diverse exis…
q-bio.NC2018
Sparse Coding Predicts Optic Flow Specificities of Zebrafish Pretectal Neurons
Gerrit A. Ecke, Fabian A. Mikulasch, Sebastian A. Bruijns +3
Zebrafish pretectal neurons exhibit specificities for large-field optic flow patterns associated with rotatory or translatory body motion. We investigate the hypothesis that these…