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12/28/2022
Curator: Creating Large-Scale Curated Labelled Datasets using Self-Supervised Learning
Applying Machine learning to domains like Earth Sciences is impeded by t...
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05/05/2022
Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing
We present the results of our autonomous racing virtual challenge, based...
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01/20/2022
CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning
A common class of problems in remote sensing is scene classification, a ...
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08/10/2021
Scalable Reverse Image Search Engine for NASAWorldview
Researchers often spend weeks sifting through decades of unlabeled satel...
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07/07/2021
Scalable Data Balancing for Unlabeled Satellite Imagery
Data imbalance is a ubiquitous problem in machine learning. In large sca...
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06/13/2021
Reducing Effects of Swath Gaps on Unsupervised Machine Learning Models for NASA MODIS Instruments
Due to the nature of their pathways, NASA Terra and NASA Aqua satellites...
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12/19/2020
Space ML: Distributed Open-source Research with Citizen Scientists for the Advancement of Space Technology for NASA
Traditionally, academic labs conduct open-ended research with the primar...
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11/09/2020