Laura Choquet

Data Generation in AI through Transport and Denoising – EchoCem Challenge featured image
Image Segmentation

Data Generation in AI through Transport and Denoising – EchoCem Challenge

Segmentation of ultrasonic well imagery using transport and denoising architectures. Ranked 1st on both public and private leaderboards in the Collège de France EchoCem challenge.

Thomas Gravier
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Topological Data Analysis – PersLay: Neural Layers for Persistence Diagrams featured image
Topological Data Analysis

Topological Data Analysis – PersLay: Neural Layers for Persistence Diagrams

Presentation and reproduction of PersLay (Carrière et al., 2020), a neural network layer designed to process persistence diagrams. Explored graph topology embeddings, heat kernel …

Thomas Gravier
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