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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 351375 of 395 papers

TitleStatusHype
Exploit imaging through opaque wall via deep learning0
A unified method for super-resolution recovery and real exponential-sum separation0
Exhaustive search for sparse variable selection in linear regression0
Self-Normalizing Neural NetworksCode2
Image reconstruction by domain transform manifold learningCode0
Converting High-Dimensional Regression to High-Dimensional Conditional Density EstimationCode0
Data-adaptive statistics for multiple hypothesis testing in high-dimensional settingsCode0
Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy0
Restoration of Images with Wavefront Aberrations0
How brains are built: Principles of computational neuroscience0
PSF field learning based on Optimal Transport Distances0
Deep Convolutional Denoising of Low-Light ImagesCode1
Deep Neural Networks to Enable Real-time Multimessenger Astrophysics0
Astronomical image reconstruction with convolutional neural networksCode0
A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy0
Selective De-noising of Sparse-Coloured Images0
Seeing into Darkness: Scotopic Visual RecognitionCode0
Technical Report: Graph-Structured Sparse Optimization for Connected Subgraph Detection0
Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression0
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)0
Fast Algorithms for Demixing Sparse Signals from Nonlinear Observations0
Clustering with phylogenetic tools in astrophysics0
Generation of a Supervised Classification Algorithm for Time-Series Variable Stars with an Application to the LINEAR Dataset0
Bigger Buffer k-d Trees on Multi-Many-Core SystemsCode0
Online Principal Component Analysis in High Dimension: Which Algorithm to Choose?0
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