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aber-wgr's Projects

ddu icon ddu

Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty

esp-idf icon esp-idf

Espressif IoT Development Framework. Official development framework for Espressif SoCs.

fastadaboost icon fastadaboost

A blazingly fast implementation of Adaboost in R, based on C++ backend

jem icon jem

Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"

mongo-redis-demo icon mongo-redis-demo

Demonstration of using a Redis cache over a MongoDB instance (CosmosDB on Azure)

od-test icon od-test

OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)

oodish icon oodish

Pytorch implementation of Out-Of-Distribution Error Detection algorithms

pac-bayes-in-medical-imaging icon pac-bayes-in-medical-imaging

Code repository for "PAC Bayesian Performance Guarantees for Deep(Stochastic) Networks in Medical Imaging." to appear in MICCAI 2021

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