Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient
Detection

Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection

2 January 2017

Guillermo Cabrera-Vives

Papers citing "Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection"

12 / 12 papers shown

Title
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology Fuyao Chen Yuexi Du Tal Zeevi Nicha Dvornek John Onofrey 28 0 0 08 May 2025
The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves C. Donoso-Oliva Guillermo Cabrera-Vives P. Protopapas R. Carrasco-Davis P. Estévez 23 7 0 07 Jun 2021
MeerCRAB: MeerLICHT Classification of Real and Bogus Transients using Deep Learning Zafiirah Hosenie S. Bloemen P. Groot R. Lyon B. Scheers ... Vanessa McBride R. L. le Poole K. Paterson D. Pieterse P. Woudt 34 7 0 28 Apr 2021
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier R. Carrasco-Davis E. Reyes C. Valenzuela F. Förster P. Estévez ... C. Sepúlveda-Cobo Ashish Mahabal J. Silva-Farfán Ernesto Camacho-Iñiquez L. Galbany 16 34 0 07 Aug 2020
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition Mauricio Neira C. Tobon-Gomez John F. Suárez-Pérez D. A. Gómez J. Reyes M. H. Hoyos Pablo Arbelaez J. Forero-Romero 8 8 0 23 Jun 2020
Transformation Based Deep Anomaly Detection in Astronomical Images E. Reyes P. Estévez 24 11 0 15 May 2020
Scalable End-to-end Recurrent Neural Network for Variable star classification I. Becker K. Pichara M. Catelán P. Protopapas Carlos Aguirre Fatemeh Nikzat 29 28 0 03 Feb 2020
Eliminating artefacts in Polarimetric Images using Deep Learning Dhruv Paranjpye Ashish Mahabal A. Ramaprakash G. Panopoulou K. Cleary A. Readhead D. Blinov K. Tassis 12 1 0 19 Nov 2019
Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks P. Jia Yifei Zhao Gang Xue Dongmei Cai 19 20 0 29 Apr 2019
Deriving star cluster parameters with convolutional neural networks. I. Age, mass, and size J. Bialopetravivcius D. Narbutis V. Vansevivcius 21 9 0 19 Jul 2018
Effective Image Differencing with ConvNets for Real-time Transient Hunting Nima Sedaghat Ashish Mahabal 40 4 0 04 Oct 2017
Deep Neural Networks to Enable Real-time Multimessenger Astrophysics D. George Eliu A. Huerta 28 201 0 30 Dec 2016