SOTAVerified

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
A deep-learning search for technosignatures of 820 nearby starsCode1
A Benchmark and Dataset for Post-OCR text correction in SanskritCode1
Supernova Light Curves Approximation based on Neural Network ModelsCode1
Rethinking data-driven point spread function modeling with a differentiable optical modelCode1
Fully Adaptive Bayesian Algorithm for Data Analysis, FABADACode1
Wiener Guided DIP for Unsupervised Blind Image DeconvolutionCode1
Photon Limited Non-Blind Deblurring Using Algorithm UnrollingCode1
Practical Galaxy Morphology Tools from Deep Supervised Representation LearningCode1
AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction ImagingCode1
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden ContributorsCode1
Unsupervised Resource Allocation with Graph Neural NetworksCode1
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV MinimizationCode1
DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across DomainsCode1
Self-Supervised Representation Learning for Astronomical ImagesCode1
Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious timeCode1
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural NetworksCode1
Very Fast Streaming Submodular Function MaximizationCode1
Extracting the main trend in a dataset: the Sequencer algorithmCode1
Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep LearningCode1
Convolutional neural networks: a magic bullet for gravitational-wave detection?Code1
Efficient Optimization of Echo State Networks for Time Series DatasetsCode1
Robust And Scalable Learning Of Complex Dataset Topologies Via ElpigraphCode1
Deep Convolutional Denoising of Low-Light ImagesCode1
Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology AugmentationCode0
Exoplanet Classification through Vision Transformers with Temporal Image Analysis0
Show:102550
← PrevPage 2 of 16Next →

No leaderboard results yet.