Using Multiple Instance Learning for Explainable Solar Flare Prediction

25 March 2022

Papers citing "Using Multiple Instance Learning for Explainable Solar Flare Prediction"

12 / 12 papers shown

Title
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events Azim Ahmadzadeh Berkay Aydin M. Georgoulis Dustin J. Kempton Sushant S. Mahajan R. Angryk 39 54 0 12 Mar 2021
Deep learning models for gastric signet ring cell carcinoma classification in whole slide images F. Kanavati Shin Ichihara Michael Rambeau O. Iizuka K. Arihiro M. Tsuneki MedIm 30 24 0 18 Nov 2020
Attention based Multiple Instance Learning for Classification of Blood Cell Disorders Ario Sadafi A. Makhro A. Bogdanova Nassir Navab Tingying Peng Shadi Albarqouni Carsten Marr 33 31 0 22 Jul 2020
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 92 985 0 16 Jul 2020
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 85 541 0 05 Dec 2019
Fast Solar Image Classification Using Deep Learning and its Importance for Automation in Solar Physics J. Armstrong L. Fletcher 25 33 0 31 May 2019
Predicting Solar Flares Using a Long Short-Term Memory Network Hao Liu Chang Liu Jinqiao Wang Haimin Wang 37 113 0 17 May 2019
A Machine Learning Dataset Prepared From the NASA Solar Dynamics Observatory Mission Richard Galvez David Fouhey Meng Jin Alexandre Szenicer A. Muñoz-Jaramillo ... P. Wright M. Bobra Yang Liu James Mason R. Thomas 41 73 0 11 Mar 2019
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 151 1,811 0 13 Feb 2018
Flare Prediction Using Photospheric and Coronal Image Data Eric Jonas M. Bobra Vaishaal Shankar J. Hoeksema Benjamin Recht 54 78 0 03 Aug 2017
Multiple Instance Learning: A Survey of Problem Characteristics and Applications M. Carbonneau Veronika Cheplygina Eric Granger G. Gagnon 56 625 0 11 Dec 2016
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 79 2,869 0 19 Nov 2015