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Michail Tarasiou

2 accepted papers

2024

Locally Adaptive Neural 3D Morphable Models

CVPR 2024poster

We present the Locally Adaptive Morphable Model (LAMM) a highly flexible Auto-Encoder (AE) framework for learning to generate and manipulate 3D meshes. We train our architecture following a simple self-supervised training scheme in which input displacements over a set of sparse control vertices are…

2023

ViTs for SITS: Vision Transformers for Satellite Image Time Series

CVPR 2023poster

In this paper we introduce the Temporo-Spatial Vision Transformer (TSViT), a fully-attentional model for general Satellite Image Time Series (SITS) processing based on the Vision Transformer (ViT). TSViT splits a SITS record into non-overlapping patches in space and time which are tokenized and subs…