UniSG^GA: A 3D scenegraph powered by Geometric Algebra unifying
geometry, behavior and GNNs towards generative AI

UniSG^GA: A 3D scenegraph powered by Geometric Algebra unifying geometry, behavior and GNNs towards generative AI

18 June 2023

Manos N. Kamarianakis

Antonis I Protopsaltis

Dimitris Angelís

George Papagiannakis

Papers citing "UniSG^GA: A 3D scenegraph powered by Geometric Algebra unifying geometry, behavior and GNNs towards generative AI"

8 / 8 papers shown

Title
Project Elements: A computational entity-component-system in a scene-graph pythonic framework, for a neural, geometric computer graphics curriculum George Papagiannakis Manos N. Kamarianakis Antonis I Protopsaltis Dimitris Angelís Paul Zikas 3DGS 51 6 0 15 Feb 2023
MAGES 4.0: Accelerating the world's transition to VR training and democratizing the authoring of the medical metaverse Paul Zikas Antonis I Protopsaltis Nick Lydatakis Mike Kentros S. Geronikolakis ... Michael Dodis George Kokiadis J. Petropoulos M. Pateraki George Papagiannakis VGen MedIm 67 29 0 19 Sep 2022
Recording and replaying psychomotor user actions in VR Manos N. Kamarianakis Ilias Chrysovergis Mike Kentros George Papagiannakis 45 6 0 02 May 2022
Less Is More: Efficient Networked VR Transformation Handling Using Geometric Algebra Manos N. Kamarianakis Ilias Chrysovergis Nick Lydatakis Mike Kentros George Papagiannakis 74 8 0 21 Mar 2022
Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs Helisa Dhamo Fabian Manhardt Nassir Navab F. Tombari 3DV 41 70 0 19 Aug 2021
Strategies for Pre-training Graph Neural Networks Weihua Hu Bowen Liu Joseph Gomes Marinka Zitnik Percy Liang Vijay S. Pande J. Leskovec SSL AI4CE 116 1,402 0 29 May 2019
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 135 1,184 0 15 Feb 2018
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 796 3,281 0 24 Nov 2016

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