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Astronomy

Papers archive 2025-07-28

archive papers tagged: 395 · with a code link: 136 · where Syntology ran a sample: 24 (19 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (24 of 395 tagged: 19 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 4 of 4: papers 301 to 395 of 395, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning
  31 May 2021 0 repositories listed
• Segmentation of high dimensional means over multi-dimensional change points and connections to regression trees
  20 May 2021 0 repositories listed
• Drifting Features: Detection and evaluation in the context of automatic RRLs identification in VVV
  4 May 2021 0 repositories listed
• Morphological classification of astronomical images with limited labelling
  27 Apr 2021 0 repositories listed
• Robust Feature Disentanglement in Imaging Data via Joint Invariant Variational Autoencoders: from Cards to Atoms
  20 Apr 2021 0 repositories listed
• Passive Inter-Photon Imaging
  31 Mar 2021 0 repositories listed
• Uncovering Dominant Features in Short-term Power Load Forecasting Based on Multi-source Feature
  23 Mar 2021 0 repositories listed
• Cycle Generative Adversarial Networks Algorithm With Style Transfer For Image Generation
  11 Jan 2021 0 repositories listed
• ZCal: Machine learning methods for calibrating radio interferometric data
  1 Jan 2021 0 repositories listed
• The VIP Gallery for Video Processing Education
  29 Dec 2020 0 repositories listed
• Model Optimization for Deep Space Exploration via Simulators and Deep Learning
  28 Dec 2020 0 repositories listed
• Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate
  4 Dec 2020 0 repositories listed
• A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series
  30 Nov 2020 0 repositories listed
• Survey2Survey: A deep learning generative model approach for cross-survey image mapping
  13 Nov 2020 0 repositories listed
• Domain adaptation techniques for improved cross-domain study of galaxy mergers
  6 Nov 2020 0 repositories listed
• Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test
  1 Nov 2020 0 repositories listed
• Detection of asteroid trails in Hubble Space Telescope images using Deep Learning
  29 Oct 2020 0 repositories listed
• Genetic Bi-objective Optimization Approach to Habitability Score
  12 Oct 2020 0 repositories listed
• Quasar Detection using Linear Support Vector Machine with Learning From Mistakes Methodology
  1 Oct 2020 0 repositories listed
• Transient Classification in low SNR Gravitational Wave data using Deep Learning
  20 Sep 2020 0 repositories listed
• Joint deconvolution and blind source separation on the sphere with an application to radio-astronomy
  8 Sep 2020 0 repositories listed
• Cyclic Imaging for All-Sky Interference Forecasting with Array Radio Telescopes
  26 Jul 2020 0 repositories listed
• Non-Convex Structured Phase Retrieval
  23 Jun 2020 0 repositories listed
• Mapping the "long tail" of research funding: A topic analysis of NSF grant proposals in the Division of Astronomical Sciences
  18 Jun 2020 0 repositories listed
• Advanced Single Image Resolution Upsurging Using a Generative Adversarial Network
  30 May 2020 0 repositories listed
• Clustering via torque balance with mass and distance
  27 Apr 2020 0 repositories listed
• Self-supervised Learning for Astronomical Image Classification
  23 Apr 2020 0 repositories listed
• Mosaic Super-resolution via Sequential Feature Pyramid Networks
  15 Apr 2020 0 repositories listed
• Prediction of Stellar Age with the Help of Extra-Trees Regressor in Machine Learning
  1 Apr 2020 0 repositories listed
• Hyperspectral-Multispectral Image Fusion with Weighted LASSO
  15 Mar 2020 0 repositories listed
• Multi-layered characterization of hot stellar systems with confidence
  12 Mar 2020 0 repositories listed
• Interpreting Galaxy Deblender GAN from the Discriminator's Perspective
  17 Jan 2020 0 repositories listed
• Machine learning for total cloud cover prediction
  16 Jan 2020 0 repositories listed
• On clustering uncertain and structured data with Wasserstein barycenters and a geodesic criterion for the number of clusters
  26 Dec 2019 0 repositories listed
• Deep Variational Semi-Supervised Novelty Detection
  12 Nov 2019 0 repositories listed
• Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era
  5 Nov 2019 0 repositories listed
• Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder
  30 Oct 2019 0 repositories listed
• New methods to assess and improve LIGO detector duty cycle
  26 Oct 2019 0 repositories listed
• Deriving a Quantitative Relationship Between Resolution and Human Classification Error
  24 Aug 2019 0 repositories listed
• Deep Learning for Energy Estimation and Particle Identification in Gamma-ray Astronomy
  23 Jul 2019 0 repositories listed
• Hierarchical Clustering Supported by Reciprocal Nearest Neighbors
  9 Jul 2019 0 repositories listed
• Desaturating EUV observations of solar flaring storms
  8 Apr 2019 0 repositories listed
• NEARBY Platform for Automatic Asteroids Detection and EURONEAR Surveys
  8 Mar 2019 0 repositories listed
• Evolutionary Deep Learning to Identify Galaxies in the Zone of Avoidance
  6 Mar 2019 0 repositories listed
• Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era
  1 Feb 2019 0 repositories listed
• Advanced Image Processing for Astronomical Images
  23 Dec 2018 0 repositories listed
• A General Approach to Domain Adaptation with Applications in Astronomy
  20 Dec 2018 0 repositories listed
• Transfer Learning in Astronomy: A New Machine-Learning Paradigm
  20 Dec 2018 0 repositories listed
• Particle identification in ground-based gamma-ray astronomy using convolutional neural networks
  4 Dec 2018 0 repositories listed
• Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
  23 Oct 2018 0 repositories listed
• Efficient Two-Dimensional Line Spectrum Estimation Based on Decoupled Atomic Norm Minimization
  11 Oct 2018 0 repositories listed
• From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning
  6 Sep 2018 0 repositories listed
• Stellar Cluster Detection using GMM with Deep Variational Autoencoder
  5 Sep 2018 0 repositories listed
• Digital compensation of the side-band-rejection ratio in a fully analog 2SB sub-millimeter receiver
  11 Jun 2018 0 repositories listed
• Machine Learning in Astronomy: A Case Study in Quasar-Star Classification
  13 Apr 2018 0 repositories listed
• Image-based deep learning for classification of noise transients in gravitational wave detectors
  27 Mar 2018 0 repositories listed
• Compressive Sensing Using Iterative Hard Thresholding with Low Precision Data Representation: Theory and Applications
  14 Feb 2018 0 repositories listed
• Single-epoch supernova classification with deep convolutional neural networks
  30 Nov 2017 0 repositories listed
• Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders
  27 Nov 2017 0 repositories listed
• Pulsar Candidate Identification with Artificial Intelligence Techniques
  27 Nov 2017 0 repositories listed
• On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data
  12 Oct 2017 0 repositories listed
• Crowdsourcing Predictors of Residential Electric Energy Usage
  8 Sep 2017 0 repositories listed
• Exploit imaging through opaque wall via deep learning
  9 Aug 2017 0 repositories listed
• A unified method for super-resolution recovery and real exponential-sum separation
  26 Jul 2017 0 repositories listed
• Exhaustive search for sparse variable selection in linear regression
  7 Jul 2017 0 repositories listed
• Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy
  15 Apr 2017 0 repositories listed
• Restoration of Images with Wavefront Aberrations
  2 Apr 2017 0 repositories listed
• How brains are built: Principles of computational neuroscience
  29 Mar 2017 0 repositories listed
• PSF field learning based on Optimal Transport Distances
  17 Mar 2017 0 repositories listed
• Deep Neural Networks to Enable Real-time Multimessenger Astrophysics
  30 Dec 2016 0 repositories listed
• A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy
  2 Dec 2016 0 repositories listed
• Selective De-noising of Sparse-Coloured Images
  29 Oct 2016 0 repositories listed
• Technical Report: Graph-Structured Sparse Optimization for Connected Subgraph Detection
  30 Sep 2016 0 repositories listed
• Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression
  23 Sep 2016 0 repositories listed
• Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)
  14 Sep 2016 0 repositories listed
• Fast Algorithms for Demixing Sparse Signals from Nonlinear Observations
  3 Aug 2016 0 repositories listed
• Clustering with phylogenetic tools in astrophysics
  1 Jun 2016 0 repositories listed
• Generation of a Supervised Classification Algorithm for Time-Series Variable Stars with an Application to the LINEAR Dataset
  14 Jan 2016 0 repositories listed
• Online Principal Component Analysis in High Dimension: Which Algorithm to Choose?
  11 Nov 2015 0 repositories listed
• Quantifying the Cognitive Extent of Science
  30 Oct 2015 0 repositories listed
• Super-Resolution Off the Grid
  26 Sep 2015 0 repositories listed
• Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases
  25 Sep 2015 0 repositories listed
• Distributed image reconstruction for very large arrays in radio astronomy
  2 Jul 2015 0 repositories listed
• ASTROMLSKIT: A New Statistical Machine Learning Toolkit: A Platform for Data Analytics in Astronomy
  29 Apr 2015 0 repositories listed
• Contextualization of topics - browsing through terms, authors, journals and cluster allocations
  16 Apr 2015 0 repositories listed
• Fast and optimal nonparametric sequential design for astronomical observations
  11 Jan 2015 0 repositories listed
• An Effective Semi-supervised Divisive Clustering Algorithm
  24 Dec 2014 0 repositories listed
• Variational Inference for Gaussian Process Modulated Poisson Processes
  2 Nov 2014 0 repositories listed
• The Continuity of Images by Transmission Imaging Revisited
  8 Jan 2014 0 repositories listed
• Feature Selection Strategies for Classifying High Dimensional Astronomical Data Sets
  8 Oct 2013 0 repositories listed
• SKYNET: an efficient and robust neural network training tool for machine learning in astronomy
  3 Sep 2013 0 repositories listed
• A Study on Classification in Imbalanced and Partially-Labelled Data Streams
  30 Jul 2013 0 repositories listed
• Spectral Classification Using Restricted Boltzmann Machine
  3 May 2013 0 repositories listed
• Active Learning of Model Evidence Using Bayesian Quadrature
  1 Dec 2012 0 repositories listed
• Poisson noise reduction with non-local PCA
  2 Jun 2012 0 repositories listed