Cover Image

Deep-TAO: The Deep Learning Transient Astronomical Object data set for Astronomical Transient Event Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Suárez-Pérez, John F., Gómez, Catalina, Neira, Mauricio, Hoyos, Marcela Hernández, Arbeláez, Pablo, Forero-Romero, Jaime E.
Format:	Preprint
Published:	2025
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

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

Classification of Transient Astronomical Object Light Curves Using LSTM Neural Networks
by: Fernandes, Guilherme Grancho D., et al.
Published: (2025)

TransientVerse: A Comprehensive Real-Time Alert and Multi-Wavelength Analysis System for Transient Astronomical Events
by: Fang, Jian-Hua, 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)

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

Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts
by: O., Daniel Neira, et al.
Published: (2024)

New Metrics for Identifying Variables and Transients in Large Astronomical Surveys
by: Fu, Shih Ching, et al.
Published: (2025)

Deconvolution for Large Astronomical Surveys: A Study of the Scaled Gradient Projection Method on Zwicky Transient Facility Data
by: Gondhalekar, Yash, et al.
Published: (2025)

Wide-Field X-ray Polarimetry for High Energy Astronomical Transients: First results of the pathfinder CXPD Cubesat Mission
by: Liu, Hong-Bang, et al.
Published: (2025)

A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients
by: Gupta, Rithwik, et al.
Published: (2024)

The Loeb Scale: Astronomical Classification of Interstellar Objects
by: Eldadi, Omer, et al.
Published: (2025)

Detection, Instance Segmentation, and Classification for Astronomical Surveys with Deep Learning (DeepDISC): Detectron2 Implementation and Demonstration with Hyper Suprime-Cam Data
by: Merz, G. M., et al.
Published: (2023)

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

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

Enhanced Astronomical Source Classification with Integration of Attention Mechanisms and Vision Transformers
by: Bhavanam, Srinadh Reddy, et al.
Published: (2024)

Using Deep Learning to Identify Artificial Satellite Trails in Multi-band Photometric Astronomical Images
by: Yu, Hua-Jian, 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)

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

The Zwicky Transient Facility Bright Transient Survey. III. $\texttt{BTSbot}$: Automated Identification and Follow-up of Bright Transients with Deep Learning
by: Rehemtulla, Nabeel, et al.
Published: (2024)

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)

Leveraging Transfer Learning for Astronomical Image Analysis
by: Cavuoti, Stefano, et al.
Published: (2024)

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)

Ca2+ transient detection and segmentation with the Astronomically motivated algorithm for Background Estimation And Transient Segmentation (Astro-BEATS)
by: Fan, Bolin, et al.
Published: (2026)

Applying Vision Transformers on Spectral Analysis of Astronomical Objects
by: Moraes, Luis Felipe Strano, et al.
Published: (2025)

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

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

The Astronomical Plate Digitization at SHAO
by: Yu, Yong, et al.
Published: (2025)

Pathway to Devasthal Astronomical Observatory, ARIES
by: Sagar, Ram, et al.
Published: (2023)

AstroAlertBench: Evaluating the Accuracy, Reasoning, and Honesty of Multimodal LLMs in Astronomical Classification
by: Chen, Claire, et al.
Published: (2026)

Toward Vision-Language Assistants for Radio Astronomical Source Analysis
by: Riggi, S.
Published: (2026)

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)

Observers' Data Access Portal: Realtime Streaming for Astronomical Data
by: Coda, T., et al.
Published: (2024)

Identifying Transient Hosts in LSST's Deep Drilling Fields with Galaxy Catalogues
by: Weston, Josh G., et al.
Published: (2025)

On the links between Astronomy, Astronomers, and Science Fiction
by: Boissier, Samuel
Published: (2024)

Gnuastro: Generating polar plots in Astronomical images
by: Eskandarlou, Sepideh, et al.
Published: (2024)