Title
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery Konstantin Klemmer Esther Rolf Caleb Robinson Lester Mackey M. Rußwurm SSL 99 75 0 28 Nov 2023
Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation D. Powers 148 5,260 0 11 Oct 2020
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network F. Waldner F. Diakogiannis 86 205 0 26 Oct 2019
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 541 5,769 0 25 Jul 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 115 1,316 0 01 Apr 2019
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 136 1,966 0 18 Sep 2018
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 325 7,923 0 13 Jun 2012