deep-ensembles

There are 0 repository under deep-ensembles topic.

GEDI-BDL
langnico / GEDI-BDL
This repository provides the code used to create the results presented in "Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles".
1d-cnn 1d-convolution bayesian-deep-learning cnn convolutional-neural-networks deep-ensembles deep-learning gedi lidar regression uncertainty-estimation waveform
Language:Python 58
Feuermagier / Beyond_Deep_Ensembles
Code for the paper "Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift"
bayes-by-backprop bayesian-deep-learning bayesian-inference deep-ensembles natural-gradients out-of-distribution pytorch stein-variational-gradient-descent svgd swag wilds
Language:Jupyter Notebook 15
gauthamkrishna-g / HARNet
HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices for Human Activity Recognition
human-activity-recognition incremental-learning deep-ensembles har embedded raspberry-pi deep-learning deep-neural-networks ondevicemachinelearning on-device-deep-learning wavelet-transform
Language:Jupyter Notebook 6
ekellbuch / ensemble_testbed
Testbed to compare simple deep ensembles
deep-ensembles
Language:Python 1
konstantinos-p / something_for_almost_nothing
Code for the paper "Something for (almost) nothing: improving deep ensemble calibration using unlabeled data"
deep-ensembles pac-bayes
Language:Shell 1

langnico / GEDI-BDL