Cover Image

Leveraging Transfer Learning for Astronomical Image Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cavuoti, Stefano, Doorenbos, Lars, De Cicco, Demetra, Sasanelli, Gianluca, Brescia, Massimo, Longo, Giuseppe, Paolillo, Maurizio, Torbaniuk, Olena, Angora, Giuseppe, Tortora, Crescenzo
Format:	Preprint
Published:	2024
Subjects:	Instrumentation and Methods for Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Identification of problematic epochs in astronomical time series through transfer learning
by: Cavuoti, Stefano, et al.
Published: (2024)

ULISSE: Determination of star-formation rate and stellar mass based on the one-shot galaxy imaging technique
by: Torbaniuk, Olena, et al.
Published: (2025)

Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models
by: Doorenbos, Lars, et al.
Published: (2024)

Selection of optically variable active galactic nuclei via a random forest algorithm
by: De Cicco, Demetra, et al.
Published: (2025)

Navigating AGN variability with self-organizing maps
by: Maruccia, Ylenia, et al.
Published: (2025)

Strengthening leverage of Astroinformatics in inter-disciplinary Science
by: Brescia, Massimo, et al.
Published: (2024)

Scavenger hunt: Selection of obscured active galactic nuclei combining multiband optical variability and colors
by: De Cicco, Demetra, et al.
Published: (2026)

Ensemble power spectral density of SDSS quasars in UV/optical bands
by: Petrecca, Vincenzo, et al.
Published: (2024)

Cosmology with Galaxy Cluster Properties using Machine Learning
by: Qiu, Lanlan, et al.
Published: (2023)

Long gamma-ray burst light curves as the result of a common stochastic pulse-avalanche process
by: Bazzanini, Lorenzo, et al.
Published: (2024)

Moving to ICSC: synergy between PNRR projects for more powerful Data Centers: a case study
by: Ragosta, Fabio, et al.
Published: (2025)

DRUID: Source Detection and Deblending in Astronomical Images with Persistent Homology
by: Shaw, R. A., et al.
Published: (2024)

Pixellated Posterior Sampling of Point Spread Functions in Astronomical Images
by: Stone, Connor, et al.
Published: (2025)

Siril: An Advanced Tool for Astronomical Image Processing
by: Richard, Cyril, et al.
Published: (2024)

Astronomical Image Processing Benchmark Study for Various Telescope Aperture Shapes
by: Roychowdhury, Jyotika, et al.
Published: (2024)

TRIPP: A General Purpose Data Pipeline for Astronomical Image Processing
by: Thomas, Alex, et al.
Published: (2025)

An Astronomers Guide to Machine Learning
by: Webb, Sara A., et al.
Published: (2023)

Image Processing and Analysis of Multiple Wavelength Astronomical Data Using Python Tools
by: Bhowmik, Tanmoy, et al.
Published: (2024)

How Do Observational Astronomers Learn to Inspect Imaging Data
by: Walsh, Hugo, et al.
Published: (2024)

Deep-TAO: The Deep Learning Transient Astronomical Object data set for Astronomical Transient Event Classification
by: Suárez-Pérez, John F., et al.
Published: (2025)

SubDLe: identification of substructures in cosmological simulations with deep learning
by: Esposito, Michela, et al.
Published: (2024)

SuperBIT Superpressure Flight Instrument Overview and Performance: Near diffraction-limited Astronomical Imaging from the Stratosphere
by: Gill, Ajay S., et al.
Published: (2024)

Cutana: A High-Performance Tool for Astronomical Image Cutout Generation at Petabyte Scale
by: Gómez, Pablo, et al.
Published: (2025)

Astronomical images sonification: inclusion or outreach?
by: Casado, Johanna, et al.
Published: (2024)

ATCAT: Astronomical Timeseries CAusal Transformer
by: Tung, Zora
Published: (2025)

Metasurface-Enabled Astronomical Polarimetry
by: Li, Lisa W., et al.
Published: (2025)

Joint Deconvolution of Astronomical Images in the Presence of Poisson Noise
by: Donath, Axel, et al.
Published: (2024)

Enabling Unsupervised Discovery in Astronomical Images through Self-Supervised Representations
by: Mohale, Koketso, et al.
Published: (2023)

Using Deep Learning to Identify Artificial Satellite Trails in Multi-band Photometric Astronomical Images
by: Yu, Hua-Jian, et al.
Published: (2025)

Machine Learning Supports Existence of Previously Unrecognized Transient Astronomical Phenomena in Historical Observatory Images
by: Bruehl, Stephen, et al.
Published: (2026)

Gender equality activities in Astronomical Society of Japan
by: Bamba, Aya, et al.
Published: (2026)

An Introduction to Single-Antenna Radio Astronomical Polarimetry
by: van Straten, Willem
Published: (2022)

Astronomical Optical Interferometry from the Lunar Surface
by: van Belle, Gerard, et al.
Published: (2025)

Evaluation of Provenance Serialisations for Astronomical Provenance
by: Johnson, Michael A. C., et al.
Published: (2024)

FIP-TOI: Fast Imaging Pipeline for Pulsar Localisation with a Transient-Oriented Radio Astronomical Imager
by: Li, X., et al.
Published: (2025)

Searching for Fast Astronomical Transients in Archival Photographic Plates
by: Busko, Ivo
Published: (2026)

Forced Measurement of Astronomical Sources at Low Signal to Noise
by: Dutta, Anirban, et al.
Published: (2024)

ATAT: Astronomical Transformer for time series And Tabular data
by: Cabrera-Vives, G., et al.
Published: (2024)

Six Maxims of Statistical Acumen for Astronomical Data Analysis
by: Tak, Hyungsuk, et al.
Published: (2024)

Diving deep into the Milky Way using Anti-Reflection Coatings for Astronomical CCDs
by: Aggarwal, Anmol, et al.
Published: (2025)