Saved in:
| Main Authors: | Camilleri, Oliver, Sharbaf, Zahra, Ferreras, Ignacio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2510.08411 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A CNN--Transformer Denoiser for low-$S/N$ Galaxy Spectra: Stellar Population Recovery in Synthetic Tests
by: Kim, Suk, et al.
Published: (2026)
by: Kim, Suk, et al.
Published: (2026)
Galaxy Spectra neural Network (GaSNet). II. Using Deep Learning for Spectral Classification and Redshift Predictions
by: Zhong, Fucheng, et al.
Published: (2023)
by: Zhong, Fucheng, et al.
Published: (2023)
Galaxy Model Subtraction with a Convolutional Denoising Autoencoder
by: Liu, Rongrong, et al.
Published: (2025)
by: Liu, Rongrong, et al.
Published: (2025)
Deep and Sparse Denoising Benchmarks for Spectral Data Cubes of High-z Galaxies: From Simulations to ALMA observations
by: Lahiry, Arnab, et al.
Published: (2026)
by: Lahiry, Arnab, et al.
Published: (2026)
Homogeneous Stellar Parameters from Heterogeneous Spectra with Deep Learning
by: Shen, Jeff, et al.
Published: (2026)
by: Shen, Jeff, et al.
Published: (2026)
Enhancing Galaxy Classification with U-Net Variational Autoencoders for Image Denoising
by: Mirzoyan, Sergey
Published: (2025)
by: Mirzoyan, Sergey
Published: (2025)
The Importance of Standardizing Spectra in the Era of Large Spectroscopic Surveys: A Case Study of M Dwarfs in SDSS-V
by: Medan, Ilija, et al.
Published: (2025)
by: Medan, Ilija, et al.
Published: (2025)
Identifying Anomalous DESI Galaxy Spectra with a Variational Autoencoder
by: Nicolaou, C., et al.
Published: (2025)
by: Nicolaou, C., et al.
Published: (2025)
Unveiling Galaxy Morphology through an Unsupervised-Supervised Hybrid Approach
by: Kolesnikov, I., et al.
Published: (2024)
by: Kolesnikov, I., et al.
Published: (2024)
Interpreting anomaly detection of SDSS spectra
by: Manrique, Edgar Ortiz, et al.
Published: (2025)
by: Manrique, Edgar Ortiz, et al.
Published: (2025)
Deep Learning Based Recalibration of SDSS and DESI BAO Alleviates Hubble and Clustering Tensions
by: Shah, Rahul, et al.
Published: (2024)
by: Shah, Rahul, et al.
Published: (2024)
Unsupervised Discovery of High-Redshift Galaxy Populations with Variational Autoencoders
by: Saxena, Aayush
Published: (2025)
by: Saxena, Aayush
Published: (2025)
Galaxy Mergers in UNIONS -- I: A Simulation-driven Hybrid Deep Learning Ensemble for Pure Galaxy Merger Classification
by: Ferreira, Leonardo, et al.
Published: (2024)
by: Ferreira, Leonardo, et al.
Published: (2024)
A Natural Language Interface for Efficient Data Retrieval in SDSS
by: Tamhane, Prathamesh
Published: (2025)
by: Tamhane, Prathamesh
Published: (2025)
Exploring Dimensionality Reduction of SDSS Spectral Abundances
by: Fan, Qianyu
Published: (2024)
by: Fan, Qianyu
Published: (2024)
Galaxy Morphology Classification via Deep Semi-Supervised Learning with Limited Labeled Data
by: Luo, Zhijian, et al.
Published: (2025)
by: Luo, Zhijian, et al.
Published: (2025)
The SDSS-V Local Volume Mapper (LVM): Data Analysis Pipeline
by: Sanchez, Sebastian F., et al.
Published: (2024)
by: Sanchez, Sebastian F., et al.
Published: (2024)
Telescope control software and proto-model siderostat for the SDSS-V Local Volume Mapper
by: Ahn, Hojae, et al.
Published: (2024)
by: Ahn, Hojae, et al.
Published: (2024)
Morphological Image Similarity Search on the ALMA Science Archive Query Interface Using Deep Unsupervised Contrastive Representation Learning
by: Stoehr, Felix, et al.
Published: (2025)
by: Stoehr, Felix, et al.
Published: (2025)
An Unsupervised Learning Method for Radio Interferometry Deconvolution
by: Yu, Lei, et al.
Published: (2025)
by: Yu, Lei, et al.
Published: (2025)
AppleCiDEr II: SpectraNet -- A Deep Learning Network for Spectroscopic Data
by: Xu, Maojie, et al.
Published: (2025)
by: Xu, Maojie, et al.
Published: (2025)
Identifying Transient Hosts in LSST's Deep Drilling Fields with Galaxy Catalogues
by: Weston, Josh G., et al.
Published: (2025)
by: Weston, Josh G., et al.
Published: (2025)
Identification of 4876 Bent-Tail Radio Galaxies in the FIRST Survey Using Deep Learning Combined with Visual Inspection
by: Lao, Baoqiang, et al.
Published: (2025)
by: Lao, Baoqiang, et al.
Published: (2025)
Uncertainties in Low-Count STIS Spectra
by: Lothringer, Joshua D., et al.
Published: (2026)
by: Lothringer, Joshua D., et al.
Published: (2026)
Procedures for Constraining Robotic Fiber Positioning for Highly Multiplexed Spectroscopic Surveys: The Case of FPS for SDSS-V
by: Medan, Ilija, et al.
Published: (2025)
by: Medan, Ilija, et al.
Published: (2025)
Machine Learning Workflow for Morphological Classification of Galaxies
by: Doser, Bernd, et al.
Published: (2025)
by: Doser, Bernd, et al.
Published: (2025)
Deep Learning application for stellar parameters determination: III- Denoising Procedure
by: Gebran, Marwan, et al.
Published: (2024)
by: Gebran, Marwan, et al.
Published: (2024)
Stochastic Super-resolution of Cosmological Simulations with Denoising Diffusion Models
by: Schanz, Andreas, et al.
Published: (2023)
by: Schanz, Andreas, et al.
Published: (2023)
Why the Northern Hemisphere Needs a 30-40m Telescope and the Science at Stake: Shaping Galaxies and Their Stars with Stellar Population Gradients, IMF Variations and Environmental Drivers in Cluster Early-Type Galaxies
by: Vazdekis, A., et al.
Published: (2025)
by: Vazdekis, A., et al.
Published: (2025)
$\mbox{H}$ $\mbox{I}$ 21-cm Absorption Spectra Classification using Machine Learning
by: Mondal, Debasish, et al.
Published: (2025)
by: Mondal, Debasish, et al.
Published: (2025)
SDSS-IV MaNGA: Calibration of astrophysical line-widths in the Hα region using HexPak observations
by: Chattopadhyay, Sabyasachi, et al.
Published: (2024)
by: Chattopadhyay, Sabyasachi, et al.
Published: (2024)
RM-Tools: Software for Analyzing Polarized Radio Spectra
by: Van Eck, Cameron L., et al.
Published: (2026)
by: Van Eck, Cameron L., et al.
Published: (2026)
On the full non-Gaussian Surprise statistic and the cosmological concordance between DESI, SDSS and Pantheon+
by: Mello, Pedro Riba, et al.
Published: (2024)
by: Mello, Pedro Riba, et al.
Published: (2024)
The Galaxy Activity, Torus, and Outflow Survey (GATOS): N. Unveiling physical processes in local active galaxies. Unsupervised hierarchical clustering of JWST MIRI/MRS observations
by: Muñoz, L. Hermosa, et al.
Published: (2025)
by: Muñoz, L. Hermosa, et al.
Published: (2025)
CSST Slitless Spectra: Target Detection and Classification with YOLO
by: Zhou, Yingying, et al.
Published: (2025)
by: Zhou, Yingying, et al.
Published: (2025)
Unified Spectrospatial Forward Models: Spatially Continuous Maps of Weak Emission Lines in the Rosette Nebula with SDSS-V LVM
by: Hilder, Thomas, et al.
Published: (2025)
by: Hilder, Thomas, et al.
Published: (2025)
Cross-Survey Image Transformation: Enhancing SDSS and DECaLS Images to Near-HSC Quality for Advanced Astronomical Analysis
by: Luo, Zhijian, et al.
Published: (2024)
by: Luo, Zhijian, et al.
Published: (2024)
Machine Learning applications to Galaxy Clusters
by: Yepes, Gustavo, et al.
Published: (2026)
by: Yepes, Gustavo, et al.
Published: (2026)
Using Active Learning to Improve Quasar Identification for the DESI Spectra Processing Pipeline
by: Green, Dylan, et al.
Published: (2025)
by: Green, Dylan, et al.
Published: (2025)
Galaxy Morphological Classification with Zernike Moments and Machine Learning Approaches
by: Ghaderi, Hamed, et al.
Published: (2025)
by: Ghaderi, Hamed, et al.
Published: (2025)
Similar Items
-
A CNN--Transformer Denoiser for low-$S/N$ Galaxy Spectra: Stellar Population Recovery in Synthetic Tests
by: Kim, Suk, et al.
Published: (2026) -
Galaxy Spectra neural Network (GaSNet). II. Using Deep Learning for Spectral Classification and Redshift Predictions
by: Zhong, Fucheng, et al.
Published: (2023) -
Galaxy Model Subtraction with a Convolutional Denoising Autoencoder
by: Liu, Rongrong, et al.
Published: (2025) -
Deep and Sparse Denoising Benchmarks for Spectral Data Cubes of High-z Galaxies: From Simulations to ALMA observations
by: Lahiry, Arnab, et al.
Published: (2026) -
Homogeneous Stellar Parameters from Heterogeneous Spectra with Deep Learning
by: Shen, Jeff, et al.
Published: (2026)