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publications

GNPM: Geometric-Aware Neural Parametric Models

Published in 3DV, 2022

We propose Geometric Neural Parametric Models (GNPM), a learned parametric model that takes into account the local structure of data to learn disentangled shape and pose latent spaces of 4D dynamics, using a geometric-aware architecture on point clouds.

Recommended citation: Mirgahney Mohamed, Lourdes Agapito (2022). "GNPM: Geometric-Aware Neural Parametric Models." 3DV. 1(1). https://arxiv.org/abs/2209.10621.pdf

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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