DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks

3 code implementations • 7 Jun 2019 • Aryan Mobiny, Hien V. Nguyen, Supratik Moulik, Naveen Garg, Carol C. Wu

In this paper, we develop a theoretical framework to approximate Bayesian inference for DNNs by imposing a Bernoulli distribution on the model weights.

Autonomous Driving Bayesian Inference +2