Recent Publications

• RG-CAT: Detection pipeline and catalogue of radio galaxies in the EMU pilot survey; Publications of the Astronomical Society of Australia; 2024

       Journal article   Data   Catalogue

      Codes: Gal-DINO, Mosaics

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• RadioGalaxyNET: Dataset and Novel Computer Vision Algorithms for the Detection of Extended Radio Galaxies and Infrared Hosts; Publications of the Astronomical Society of Australia; 2024

       Journal article   Data

      Codes: Gal-DETR, Gal-d-DETR, Gal-DINO;   

                 Gal-SIOD;   

                 Gal-Faster RCNN;    

                 Gal-YOLOv8;    

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• A Multimodal Dataset and Benchmark for Radio Galaxy and Infrared Host Detection; NeurIPS ML4PS Conference Workshop; 2023

      NeurIPS article     Code    Data 

     Conference Poster

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• Deep Learning for Morphological Identification of Extended Radio Galaxies using Weak Labels; Publications of the Astronomical Society of Australia; 2023 

      Journal article    Code​​

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• Discovery of peculiar radio morphologies with ASKAP using unsupervised machine learning; Publications of the Astronomical Society of Australia; 2022

      Journal article

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• A demonstration of improved constraints on primordial gravitational waves with delensing; Physical Review D; 2021

      Journal article 

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• Mass Estimation of Galaxy Clusters with Deep Learning II: CMB Cluster Lensing​; Astrophysical Journal; 2021​

      Journal article 

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• Cosmological constraints from des Y1 cluster abundances and SPT multiwavelength data​; Physical Review D; 2021

      Journal article

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• Mass Estimation of Galaxy Clusters with Deep Learning. I. Sunyaev-Zel'dovich Effect; Astrophysical Journal; 2021

      Journal article

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