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Brian Hutchinson

DiffESM: Conditional Emulation of Temperature and Precipitation in Earth System Models with 3D Diffusion Models

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Sep 17, 2024
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Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models

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Apr 12, 2024
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RoseNet: Predicting Energy Metrics of Double InDel Mutants Using Deep Learning

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Oct 20, 2023
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DiffESM: Conditional Emulation of Earth System Models with Diffusion Models

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Apr 23, 2023
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Fine-Grained Classroom Activity Detection from Audio with Neural Networks

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Jul 29, 2021
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Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers

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Jul 28, 2021
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Loosely Conditioned Emulation of Global Climate Models With Generative Adversarial Networks

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Apr 29, 2021
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A Study of Few-Shot Audio Classification

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Dec 02, 2020
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DeepClimGAN: A High-Resolution Climate Data Generator

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Nov 23, 2020
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Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers

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Apr 24, 2020
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