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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 76100 of 395 papers

TitleStatusHype
Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networksCode0
Interferometric Neural NetworksCode0
Evaluating Bayesian deep learning for radio galaxy classificationCode0
Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology AugmentationCode0
Astroalign: A Python module for astronomical image registrationCode0
End-to-end Sinkhorn Autoencoder with Noise GeneratorCode0
Emulating compact binary population synthesis simulations with robust uncertainty quantification and model comparison: Bayesian normalizing flowsCode0
Energy and polarization based on-line interference mitigation in radio interferometryCode0
Bigger Buffer k-d Trees on Multi-Many-Core SystemsCode0
Can semi-supervised learning reduce the amount of manual labelling required for effective radio galaxy morphology classification?Code0
Carving out the low surface brightness universe with NoiseChiselCode0
Efficient Saliency Maps for Explainable AICode0
FLARE up your data: Diffusion-based Augmentation Method in Astronomical ImagingCode0
IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priorsCode0
Bayesian Reconstruction of Fourier PairsCode0
Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomyCode0
Functional Latent Dynamics for Irregularly Sampled Time Series ForecastingCode0
Identifying Transients in the Dark Energy Survey using Convolutional Neural NetworksCode0
Image reconstruction by domain transform manifold learningCode0
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic ImagingCode0
Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate ModelingCode0
Delving into the Utilisation of ChatGPT in Scientific Publications in AstronomyCode0
DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing DataCode0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
Deep learning-based deconvolution for interferometric radio transient reconstructionCode0
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