meetvadera Goto Github PK

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

csgmcmc

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

gped

Code for the paper "Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks" presented at UAI 2020.

meetvadera.github.io

phlcbnn-release

pod_compare

Code for our paper titled: "A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving"

universal-triggers

Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)