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Astronomy

Astronomy is the study of everything in the universe beyond Earth’s atmosphere. That includes objects we can see with our naked eyes, like the Sun, the Moon, the planets, and the stars. It also contains objects we can only see with telescopes or other instruments, like faraway galaxies and tiny particles. And it even includes questions about things we can't see, like dark matter and energy.

Papers

Showing 376395 of 395 papers

TitleStatusHype
Deep learning-based deconvolution for interferometric radio transient reconstructionCode0
Unsupervised Machine Learning for Scientific Discovery: Workflow and Best PracticesCode0
Probabilistic Forecasting of Irregular Time Series via Conditional FlowsCode0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
AstroPortal: An ontology repository concept for astronomy, astronautics and other space topicsCode0
A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging ObservationsCode0
Unsupervised Learning with Stein's Unbiased Risk EstimatorCode0
DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing DataCode0
Can semi-supervised learning reduce the amount of manual labelling required for effective radio galaxy morphology classification?Code0
Meta-Learning for One-Class Classification with Few Examples using Order-Equivariant NetworkCode0
Self-supervised learning for radio-astronomy source classification: a benchmarkCode0
MiraBest: A Dataset of Morphologically Classified Radio Galaxies for Machine LearningCode0
Astronomical image reconstruction with convolutional neural networksCode0
Amortized Simulation-Based Frequentist Inference for Tractable and Intractable LikelihoodsCode0
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series ForecastingCode0
Astrometric Calibration and Source Characterisation of the Latest Generation Neuromorphic Event-based Cameras for Space ImagingCode0
Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting MethodsCode0
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transientsCode0
DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time SeriesCode0
Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology AugmentationCode0
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