3 citations · 6 across the 3 of their papers we have counts for
5 papers
Bio-inspired Structure Identification in Language Embeddings
Hongwei, Zhou, Oskar Elek +2
Word embeddings are a popular way to improve downstream performances in contemporary language modeling. However, the underlying geometric structure of the embedding space is not we…
Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization
Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska +1
This paper introduces Polyphorm, an interactive visualization and model fitting tool that provides a novel approach for investigating cosmological datasets. Through a fast computat…
Disentangling the Cosmic Web Towards FRB 190608
Sunil Simha, Joseph N. Burchett, J. Xavier Prochaska +12
FRB 190608 was detected by ASKAP and localized to a spiral galaxy at in the SDSS footprint. The burst has a large dispersion measure ( )…
Revealing the Dark Threads of the Cosmic Web
Joseph N. Burchett, Oskar Elek, Nicolas Tejos +4
Modern cosmology predicts that matter in our Universe has assembled today into a vast network of filamentary structures colloquially termed the Cosmic Web. Because this matter is e…
Learning Patterns in Sample Distributions for Monte Carlo Variance Reduction
Oskar Elek, Manu M. Thomas, Angus Forbes
This paper investigates a novel a-posteriori variance reduction approach in Monte Carlo image synthesis. Unlike most established methods based on lateral filtering in the image spa…