Rauschbasierte 3D-Layout-Vorhersage

Details

Veröffentlichungs-Nr.

EP4715655

Anmeldetag

23. September 2024

Veröffentlichung

25. März 2026

Rechtsraum

EP

Abstract

The disclosure notably relates to a computer-implemented method of machine-learning. The method comprises obtaining a dataset of ground truth 3D layouts. The machine-learning method further comprises obtaining a probability distribution of noise levels. The machine-learning method also comprises, for each ground truth 3D layout, obtaining a respective perturbed 3D layout. The machine-learning method moreover comprises training a function. The function is configured for taking an input 3D layout and a given noise level, and for predicting an output 3D layout. The training is performed over the dataset based on a loss which penalizes a dissimilarity metric between each ground truth 3D layout and a respective predicted 3D layout.

Anmelder

Firma

Dassault Systèmes

Land

🇫🇷 Frankreich