deep-ensembles

Tensorflow implementation of the DeepMind paper "Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles"

Stars

5

Forks

1

Language

Jupyter Notebook

Last Updated

Jul 05, 2020

Similar Repos
Repo Language Stars Description Updated At
Python 8 TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning" Apr 17, 2023
None 3 Tensorflow implementation of Google DeepMind ByteNet Nov 04, 2016
Jupyter Notebook 6 Code for the paper “The Peril of Popular Deep Learning Uncertainty Estimation Methods” Mar 21, 2023
None 2 Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network" Feb 05, 2021
Python 238 Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network" May 08, 2023
Python 4 An implementation using PyTorch for the paper "Evidential Deep Learning to Quantify Classification Uncertainty". Sep 09, 2022
Jupyter Notebook 5 Official Code for the paper: "Composite Feature Selection using Deep Ensembles" Mar 27, 2023
Python 110 [CVPR 2019] Official TensorFlow Implementation for "Deep Defocus Map Estimation using Domain Adaptation" May 07, 2023
Jupyter Notebook 24 Deep Directional Statistics: Pose Estimation with Uncertainty Quantification May 04, 2023
Jupyter Notebook 2 Code used in the paper "Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical … May 29, 2023
Jupyter Notebook 2 Implementation of the paper "Deep Learning-Based Channel Estimation" Jan 04, 2022
Python 2 pytorch implementation of "Bayesian Uncertainty Estimation for Batch Normalized Deep Networks, ICML 2018" Aug 10, 2022
Python 15 Deep Pose Estimation using Tensorflow for Yoga virtual trainer Dec 30, 2021
None 54 This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation … Jun 07, 2022
Python 11 Implementation for ACER in tensorflow and sonnet by deepmind Aug 10, 2021
Python 15 Tensorflow implementation of Deep Ordinal Regression Network for Monocular Depth Estimation Dec 15, 2021
Jupyter Notebook 13 Repo for our paper "Repulsive deep ensembles are Bayesian" Mar 01, 2023
Python 20 Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021) Apr 25, 2023
Python 61 Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, … Apr 24, 2023
Python 4 Author's PyTorch implementation for paper "Adaptive Estimation Q-learning with Uncertainty and Familiarity", IJCAI 2023 May 16, 2023
Python 87 Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR2021). May 17, 2023
None 5 TensorFlow implementation of the paper Deep Learning for Symbolic Mathematics Feb 13, 2020
Jupyter Notebook 33 Summary & Implementation of Deep Learning research paper in Tensorflow/Pytorch. Mar 30, 2023
C++ 3 tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis Mar 14, 2022
C++ 83 tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis Aug 11, 2022
Jupyter Notebook 14 On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior Mar 30, 2023
Python 3 A PyTorch implementation of DREML based on ECCV 2018 paper "Deep Randomized Ensembles for Metric … Jan 29, 2021
Python 5 Official Code: Trust Your Robots! Predictive Uncertainty Estimation of Neural Networks with Sparse Gaussian Processes Jun 25, 2022
Jupyter Notebook 2 Implementation and experimentation with Vector Based Navigation paper from DeepMind Dec 23, 2021
Python 20 The official TensorFlow implementation for ICLR'22 Spotlight paper 'Responsible Disclosure of Generative Models Using Scalable … Apr 29, 2023
Python 5 Using Mozilla TensorFlow implementation of Baidu's Deep Speech Nov 19, 2019
Jupyter Notebook 25 Implementation of various generative deep model using tensorflow May 06, 2021
Python 25 an implementation of Deep Image Prior using tensorflow Dec 02, 2022
PureBasic 13 Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference. Jun 29, 2022
PureBasic 2 Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. Jan 26, 2019
Python 2 Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. May 02, 2021
PureBasic 10 Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference. Jun 12, 2022
PureBasic 8 Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. Feb 23, 2023
PureBasic 2 Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference. May 24, 2018
Python 8 Official PyTorch implementation of our TGRS paper: Deep Adaptive Pansharpening via Uncertainty-aware Image Fusion. Aug 08, 2023
Python 10 SImple Tensorflow implementation of "Deep Convolutional Generative Adversarial Networks" Aug 02, 2022
Python 2 This is a PyTorch implementation of the paper Deep Learning - Based Channel Estimation. Jul 12, 2022
Python 914 A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures. Aug 11, 2022
Python 4 Tensorflow implementation of the Online Deep Learning: Learning Deep Neural Networks on the Fly paper. Oct 04, 2022
Python 36 A Tensorflow implementation Mutual Information estimation methods Apr 04, 2023
Python 144 Implementation of a couple deep learning models using TensorFlow Dec 16, 2022
Python 6 Implementation for paper Highway Network (2015) using Tensorflow 2 Nov 21, 2021
Python 30 Tensorflow Implementation of Deep SVDD Apr 24, 2023
Python 9 Implementation of algorithm S3VDC (Simple, Scalable, and Stable Variational Deep Clustering) Aug 23, 2022
Python 2 Pose estimation using TensorFlow Lite. 🚶🏻‍♂️ Oct 10, 2023