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Claire Monteleoni

Generating ensembles of spatially-coherent in-situ forecasts using flow matching

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Apr 04, 2025
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Deep Clustering via Probabilistic Ratio-Cut Optimization

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Feb 05, 2025
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Where Did Your Model Learn That? Label-free Influence for Self-supervised Learning

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Dec 22, 2024
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ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting

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Dec 17, 2024
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Mixing Natural and Synthetic Images for Robust Self-Supervised Representations

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Jun 18, 2024
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ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution

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May 23, 2024
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Parameter Efficient Fine-tuning of Self-supervised ViTs without Catastrophic Forgetting

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Apr 26, 2024
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Application-Driven Innovation in Machine Learning

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Mar 26, 2024
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Multi-decadal Sea Level Prediction using Neural Networks and Spectral Clustering on Climate Model Large Ensembles and Satellite Altimeter Data

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Oct 06, 2023
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STint: Self-supervised Temporal Interpolation for Geospatial Data

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Aug 31, 2023
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