Search Results for author: Clement Mallet

Found 3 papers, 2 papers with code

OmniSat: Self-Supervised Modality Fusion for Earth Observation

2 code implementations12 Apr 2024 Guillaume Astruc, Nicolas Gonthier, Clement Mallet, Loic Landrieu

To demonstrate the advantages of combining modalities of different natures, we augment two existing datasets with new modalities.

Earth Observation Land Cover Classification +1

BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation

1 code implementation23 Jul 2022 Minh On Vu Ngoc, Yizi Chen, Nicolas Boutry, Jonathan Fabrizio, Clement Mallet

Our method is an extension of the BALoss [1], in which we want to improve the leakage detection for better recovering the closeness property of the image segmentation.

Image Segmentation Segmentation +1

CDPS: Constrained DTW-Preserving Shapelets

no code implementations29 Sep 2021 Hussein El Amouri, Thomas Lampert, Pierre Gançarski, Clement Mallet

The analysis of time series for clustering and classification is becoming ever more popular because of the increasingly ubiquitous nature of IoT, satellite constellations, and handheld and smart-wearable devices, etc.

Constrained Clustering Dynamic Time Warping +3

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