20 citations · 20 across the 3 of their papers we have counts for
3 papers
Geometric Algebra Meets Large Language Models: Instruction-Based Transformations of Separate Meshes in 3D, Interactive and Controllable Scenes
Prodromos Kolyvakis, Manos Kamarianakis, George Papagiannakis
This paper introduces a novel integration of Large Language Models (LLMs) with Conformal Geometric Algebra (CGA) to revolutionize controllable 3D scene editing, particularly for ob…
A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections
Prodromos Kolyvakis, Aristidis Likas
Unimodality, pivotal in statistical analysis, offers insights into dataset structures and drives sophisticated analytical procedures. While unimodality's confirmation is straightfo…
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion
Prodromos Kolyvakis, Alexandros Kalousis, Dimitris Kiritsis
Learning embeddings of entities and relations existing in knowledge bases allows the discovery of hidden patterns in data. In this work, we examine the geometrical space's contribu…