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11/08/2022
From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model
Many scientific domains gather sufficient labels to train machine algori...
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03/31/2021
Imagine All the People: Citizen Science, Artificial Intelligence, and Computational Research
Machine learning, artificial intelligence, and deep learning have advanc...
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02/16/2021
Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies
We present Galaxy Zoo DECaLS: detailed visual morphological classificati...
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05/17/2019
Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning
We use Bayesian convolutional neural networks and a novel generative mod...
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09/25/2018
Optimizing the Human-Machine Partnership with Zooniverse
Over the past decade, Citizen Science has become a proven method of dist...
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02/12/2012