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Julien Mairal

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A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations

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Mar 21, 2025
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Cluster and Predict Latents Patches for Improved Masked Image Modeling

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Feb 12, 2025
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LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes

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Oct 18, 2024
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SpectralEarth: Training Hyperspectral Foundation Models at Scale

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Aug 15, 2024
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Functional Bilevel Optimization for Machine Learning

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Mar 29, 2024
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On Good Practices for Task-Specific Distillation of Large Pretrained Models

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Feb 17, 2024
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Fast Semi-supervised Unmixing using Non-convex Optimization

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Jan 23, 2024
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Fine Dense Alignment of Image Bursts through Camera Pose and Depth Estimation

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Dec 08, 2023
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Towards Real-World Focus Stacking with Deep Learning

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Nov 29, 2023
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Vision Transformers Need Registers

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Sep 28, 2023
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