Cover Image

Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Drozdova, Mariia, Kinakh, Vitaliy, Bait, Omkar, Taran, Olga, Lastufka, Erica, Dessauges-Zavadsky, Miroslava, Holotyak, Taras, Schaerer, Daniel, Voloshynovskiy, Slava
Format:	Preprint
Published:	2024
Subjects:	Instrumentation and Methods for Astrophysics Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Radio Astronomy in the Era of Vision-Language Models: Prompt Sensitivity and Adaptation
by: Drozdova, Mariia, et al.
Published: (2025)

Self-Supervised Learning on MeerKAT Wide-Field Continuum Images
by: Lastufka, Erica, et al.
Published: (2024)

Bridging the Gap: Examining Vision Foundation Models for Optical and Radio Astronomy Applications
by: Lastufka, E., et al.
Published: (2024)

Semi-Supervised Fine-Tuning of Vision Foundation Models with Content-Style Decomposition
by: Drozdova, Mariia, et al.
Published: (2024)

MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation
by: Kinakh, Vitaliy, et al.
Published: (2023)

Binary Diffusion Probabilistic Model
by: Kinakh, Vitaliy, et al.
Published: (2025)

Tabular Data Generation using Binary Diffusion
by: Kinakh, Vitaliy, et al.
Published: (2024)

Beyond Classification: Evaluating Diffusion Denoised Smoothing for Security-Utility Trade off
by: Belousov, Yury, et al.
Published: (2025)

Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model Approach
by: Ramunno, Francesco Pio, et al.
Published: (2025)

Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data
by: Ramunno, Francesco P., et al.
Published: (2024)

Task-Agnostic Attacks Against Vision Foundation Models
by: Pulfer, Brian, et al.
Published: (2025)

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

Evaluation of Security of ML-based Watermarking: Copy and Removal Attacks
by: Kinakh, Vitaliy, et al.
Published: (2024)

Radio-Interferometric Image Reconstruction with Denoising Diffusion Restoration Models
by: Morales, Michel, et al.
Published: (2026)

Can Continuous-Time Diffusion Models Generate and Solve Globally Constrained Discrete Problems? A Study on Sudoku
by: Drozdova, Mariia
Published: (2026)

Radio Spectral Energy Distribution of Low-$z$ Metal Poor Extreme Starburst Galaxies: Novel insights on the escape of ionizing photons
by: Bait, Omkar, et al.
Published: (2025)

Signatures of Very Massive Stars in the Epoch of Reionization
by: Marques-Chaves, Rui, et al.
Published: (2026)

High-Precision Lunar Corner-Cube Retroreflectors: A Wave-Optics Perspective
by: Turyshev, Slava G.
Published: (2025)

The carbon footprint of astronomical observatories
by: Knödlseder, Jürgen
Published: (2024)

High-Precision Relativistic Time Scales for Cislunar Navigation
by: Turyshev, Slava G.
Published: (2025)

High-Precision Amplitude-Modulated Continuous-Wave Lunar Laser Ranging
by: Turyshev, Slava G.
Published: (2025)

Lunar Laser Ranging with High-Power CW Lasers
by: Turyshev, Slava G.
Published: (2025)

Orbital Debris in Earth Orbit: Operations, Stability, Control, and Market Formation
by: Turyshev, Slava G.
Published: (2026)

Searching potential astronomical sites in Ethiopia
by: Sahlu, S., et al.
Published: (2025)

Environmental impacts of astronomical research infrastructures
by: Knödlseder, Jürgen
Published: (2025)

dfreproject: A Python package for astronomical reprojection
by: Rhea, Carter Lee, et al.
Published: (2025)

Talking with the Latents -- how to convert your LLM into an astronomer
by: Kamai, Ilay, et al.
Published: (2026)

Website with interactive visualization of multivariate astronomical time series
by: Volkov, M., et al.
Published: (2026)

Provable Performance Guarantees of Copy Detection Patterns
by: Tutt, Joakim, et al.
Published: (2024)

Terraforming Mars: Mass, Forcing, and Industrial Throughput Constraints
by: Turyshev, Slava G.
Published: (2026)

Multi-Step Reconstruction of Radio-Interferometric Images
by: Wang, S., et al.
Published: (2024)

SKA-Low simulations for a cosmic dawn/epoch of reionisation deep field
by: Bonaldi, Anna, et al.
Published: (2025)

High-Power AM-CW Lunar Laser Ranging as a $μ$Hz SGWB Detector
by: Turyshev, Slava G.
Published: (2026)

A Decentralized Framework for Radio-interferometric Image Reconstruction
by: Wang, S., et al.
Published: (2025)

Quantification of propagation modes in an astronomical instrument from its radiation pattern
by: Yamasaki, Y., et al.
Published: (2023)

End-to-End simulation framework for astronomical spectrographs: SOXS, CUBES and ANDES
by: Scaudo, A., et al.
Published: (2024)

astromorph: Self-supervised machine learning pipeline for astronomical morphology analysis
by: Bjerkeli, Per, et al.
Published: (2026)

Visplot: A visibility plot and observation scheduling tool for astronomical observatories
by: Gafton, Emanuel, et al.
Published: (2026)

Virtual Realities: Is there only one advanced image display that astronomers need?
by: Fluke, Christopher J., et al.
Published: (2024)

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