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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 2650 of 395 papers

TitleStatusHype
Supernova Light Curves Approximation based on Neural Network ModelsCode1
AstroPT: Scaling Large Observation Models for AstronomyCode1
Information-driven design of imaging systemsCode1
Unsupervised Resource Allocation with Graph Neural NetworksCode1
Using matrix-product states for time-series machine learningCode1
Eryn : A multi-purpose sampler for Bayesian inferenceCode1
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural NetworksCode1
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden ContributorsCode1
Convolutional neural networks: a magic bullet for gravitational-wave detection?Code1
A Benchmark and Dataset for Post-OCR text correction in SanskritCode1
Deep Convolutional Denoising of Low-Light ImagesCode1
A deep-learning search for technosignatures of 820 nearby starsCode1
Efficient Optimization of Echo State Networks for Time Series DatasetsCode1
Flow Matching for Posterior Inference with Simulator FeedbackCode1
Forecasting Irregularly Sampled Time Series using GraphsCode1
Light Curve Classification with DistClassiPy: a new distance-based classifierCode1
Maven: A Multimodal Foundation Model for Supernova ScienceCode1
AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction ImagingCode1
Photon Limited Non-Blind Deblurring Using Algorithm UnrollingCode1
CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessmentCode1
Practical Galaxy Morphology Tools from Deep Supervised Representation LearningCode1
Extracting the main trend in a dataset: the Sequencer algorithmCode1
Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep LearningCode1
A New Approach for Image Authentication Framework for Media Forensics Purpose0
An Effective Semi-supervised Divisive Clustering Algorithm0
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