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08/28/2023
A Generalization of Continuous Relaxation in Structured Pruning
Deep learning harnesses massive parallel floating-point processing to tr...
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08/02/2023
AI-Enhanced Data Processing and Discovery Crowd Sourcing for Meteor Shower Mapping
The Cameras for Allsky Meteor Surveillance (CAMS) project, funded by NAS...
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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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11/18/2022
Deep learning based landslide density estimation on SAR data for rapid response
This work aims to produce landslide density estimates using Synthetic Ap...
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11/17/2022
SAR-based landslide classification pretraining leads to better segmentation
Rapid assessment after a natural disaster is key for prioritizing emerge...
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11/05/2022
Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes
With climate change predicted to increase the likelihood of landslide ev...
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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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07/18/2021
Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning
Floods wreak havoc throughout the world, causing billions of dollars in ...
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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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06/10/2021
Next-Gen Machine Learning Supported Diagnostic Systems for Spacecraft
Future short or long-term space missions require a new generation of mon...
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02/02/2021
Global Earth Magnetic Field Modeling and Forecasting with Spherical Harmonics Decomposition
Modeling and forecasting the solar wind-driven global magnetic field per...
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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
Learnings from Frontier Development Lab and SpaceML – AI Accelerators for NASA and ESA
Research with AI and ML technologies lives in a variety of settings with...
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04/12/2017