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Piyush M. Mehta

Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis

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Mar 24, 2024
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Neural-based Compression Scheme for Solar Image Data

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Nov 06, 2023
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Multi-spectral Entropy Constrained Neural Compression of Solar Imagery

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Sep 19, 2023
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Context-Aware Neural Video Compression on Solar Dynamics Observatory

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Sep 19, 2023
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Multi-Context Dual Hyper-Prior Neural Image Compression

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Sep 19, 2023
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Probabilistic Solar Proxy Forecasting with Neural Network Ensembles

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Jun 03, 2023
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Reduced Order Probabilistic Emulation for Physics-Based Thermosphere Models

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Nov 09, 2022
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Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory

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Oct 12, 2022
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Calibrated and Enhanced NRLMSIS 2.0 Model with Uncertainty Quantification

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Aug 24, 2022
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Science through Machine Learning: Quantification of Poststorm Thermospheric Cooling

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Jun 12, 2022
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