Copertina

Detecting Galaxy Tidal Features Using Self-Supervised Representation Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Desmons, Alice, Brough, Sarah, Lanusse, Francois
Natura:	Preprint
Pubblicazione:	2023
Soggetti:	Astrophysics of Galaxies Instrumentation and Methods for Astrophysics
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Measuring the intracluster light fraction with machine learning
di: Canepa, Louisa, et al.
Pubblicazione: (2025)

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

Galaxy Morphology Classification via Deep Semi-Supervised Learning with Limited Labeled Data
di: Luo, Zhijian, et al.
Pubblicazione: (2025)

E(2)-Equivariant Features in Machine Learning for Morphological Classification of Radio Galaxies
di: Lines, Natalie E. P., et al.
Pubblicazione: (2024)

Classification of Radio Sources Through Self-Supervised Learning
di: Perez, Nicolas Baron, et al.
Pubblicazione: (2025)

Unveiling Galaxy Morphology through an Unsupervised-Supervised Hybrid Approach
di: Kolesnikov, I., et al.
Pubblicazione: (2024)

Bright Star Subtraction Pipeline for LSST: Phase one report
di: Bazkiaei, Amir E., et al.
Pubblicazione: (2024)

Decoding the Radio Sky: Bayesian Ensemble Learning and SVD-Based Feature Extraction for Automated Radio Galaxy Classification
di: Ansah-Narh, Theophilus, et al.
Pubblicazione: (2025)

Galaxy Spectra neural Network (GaSNet). II. Using Deep Learning for Spectral Classification and Redshift Predictions
di: Zhong, Fucheng, et al.
Pubblicazione: (2023)

Identification of 4876 Bent-Tail Radio Galaxies in the FIRST Survey Using Deep Learning Combined with Visual Inspection
di: Lao, Baoqiang, et al.
Pubblicazione: (2025)

Galaxy Mergers in UNIONS -- I: A Simulation-driven Hybrid Deep Learning Ensemble for Pure Galaxy Merger Classification
di: Ferreira, Leonardo, et al.
Pubblicazione: (2024)

Galaxy Morphological Classification with Zernike Moments and Machine Learning Approaches
di: Ghaderi, Hamed, et al.
Pubblicazione: (2025)

First Detection of Molecular Gas in the Giant Low Surface Brightness Galaxy Malin 1
di: Galaz, Gaspar, et al.
Pubblicazione: (2024)

Mephisto: Self-Improving Large Language Model-Based Agents for Automated Interpretation of Multi-band Galaxy Observations
di: Sun, Zechang, et al.
Pubblicazione: (2025)

La Silla-QUEST RR Lyrae Star Survey II: The Crater II Tidal Streams
di: Coppi, P. S., et al.
Pubblicazione: (2024)

Resolving Galaxy Nuclei and Compact Stellar Systems as Engines of Galaxy Evolution
di: Lamprecht, Julia, et al.
Pubblicazione: (2025)

Probing the History of the Galaxy Assembly of the Counter-rotating Disk Galaxy PGC 66551
di: Katkov, Ivan, et al.
Pubblicazione: (2023)

An Improved UV-Optical Diagnostic for Rejuvenating Galaxies in the Local Universe and Implications for Galaxy Evolution
di: Lazarus, Dylan, et al.
Pubblicazione: (2026)

Dust Extinction Measures for $z\sim 8$ Galaxies using Machine Learning on JWST Imaging
di: Fu, Kwan Lin Kristy, et al.
Pubblicazione: (2024)

Using Symbolic Regression to Emulate the Radial Fourier Transform of the Sérsic profile for Fast, Accurate and Differentiable Galaxy Profile Fitting
di: Miller, Tim B., et al.
Pubblicazione: (2025)

Analysing the prevalence of tidal features in HSC-SSP using self-supervised representation learning
di: Desmons, A., et al.
Pubblicazione: (2025)

Mega-MUSE Nearby Galaxy Serendipity Survey
di: Roth, Martin M.
Pubblicazione: (2025)

A Census of Compact Elliptical Galaxies in the Coma Cluster
di: Sharonova, Aleksandra V., et al.
Pubblicazione: (2025)

Galaxy Model Subtraction with a Convolutional Denoising Autoencoder
di: Liu, Rongrong, et al.
Pubblicazione: (2025)

K-DRIFT Science Theme: Galaxies in the Faint Universe
di: Byun, Woowon, et al.
Pubblicazione: (2026)

Explainable Galaxy Interaction Prediction with Hybrid Attention Mechanisms
di: Narkedimilli, Sathwik, et al.
Pubblicazione: (2026)

Performance of Photometric Template Fitting for Ultra-High Redshift Galaxies
di: Clausen, Thorbjørn, et al.
Pubblicazione: (2024)

What Builds and Quenches the Most Massive Galaxies in the Early Universe?
di: Xiao, Mengyuan, et al.
Pubblicazione: (2025)

Astronomical Advantages of a Boost Mission to Facilitate HST Science into the 2030s: Imaging the Circumgalactic Medium of Galaxies
di: Hayes, Matthew J., et al.
Pubblicazione: (2026)

Silkscreen: Direct Measurements of Galaxy Distances from Survey Image Cutouts
di: Miller, Tim B., et al.
Pubblicazione: (2024)

Spatially Resolved Galaxy-Dust Modeling with Coupled Data-Driven Priors
di: Siegel, Jared, et al.
Pubblicazione: (2024)

3C 273 Host Galaxy with Hubble Space Telescope Coronagraphy
di: Ren, Bin B., et al.
Pubblicazione: (2024)

Push-broom Mapping of Galaxies and Supernova Remnants with the SPRITE CubeSat
di: Carlson, Elena, et al.
Pubblicazione: (2025)

Extinction Distributions in Nearby Star-resolved Galaxies. I. M31
di: Wang, Yuxi, et al.
Pubblicazione: (2025)

How Do Ionizing Photons Escape from Star-Forming Galaxies?
di: Carr, Cody, et al.
Pubblicazione: (2025)

Hector Galaxy Survey: Data Processing, Quality Control and Early Science
di: Oh, S., et al.
Pubblicazione: (2025)

Galaxy Zoo Evo: 1 million human-annotated images of galaxies
di: Walmsley, Mike, et al.
Pubblicazione: (2025)

Morphologies for DECaLS Galaxies through a combination of non-parametric indices and machine learning methods: A comprehensive catalog using the Galaxy Morphology Extractor (galmex) code
di: Sampaio, V. M., et al.
Pubblicazione: (2026)

Tidal features as tracers of galaxy merger histories: the colours of tidal features in HSC-SSP
di: Desmons, A., et al.
Pubblicazione: (2026)

Shedding Light on Low Surface Brightness Galaxies in Dark Energy Survey with Transformers
di: Thuruthipilly, H., et al.
Pubblicazione: (2023)