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22 search results found
Uncertainty Toolbox
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1,421
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
Pytorch Bayesiancnn
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1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Blitz Bayesian Deep Learning
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817
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Bayesian Torch
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396
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
Transmorph_transformer_for_medical_image_registration
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302
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
Kfac Jax
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178
Second Order Optimization and Curvature Estimation with K-FAC in JAX.
Evaluating_bdl
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70
Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.
Natural Posterior Network
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59
Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)
Spatial Smoothing
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51
(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.
Dropout_bbalpha
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41
Implementations of the ICML 2017 paper (with Yarin Gal)
Avuc
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40
Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.
Lp_bnn
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34
This repository contains an official implementation of LPBNN.
Ocbnn Public
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27
General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.
Supernnova
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26
Open Source Photometric classification https://supernnova.readthedocs.io
Structured Bayesian Pruning Pytorch
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18
pytorch implementation of Structured Bayesian Pruning
Probvlm
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15
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models
Scalablebdl
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15
Code for "BayesAdapter: Being Bayesian, Inexpensively and Robustly, via Bayeisan Fine-tuning"
Bayeseg
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13
The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation" via Pytorch
Ursabench
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12
Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"
Curvature
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6
Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.
Tf Bgd
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5
Bayesian Gradient Descent Algorithm Model for TensorFlow
Ecbnn
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5
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation (NeurIPS 2022)
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1-22 of 22 search results
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