no code implementations • ICML Workshop INNF 2021 • Vikram Voleti, Chris Finlay, Adam M Oberman, Christopher Pal
Recent work has shown that Continuous Normalizing Flows (CNFs) can serve as generative models of images with exact likelihood calculation and invertible generation/density estimation.
no code implementations • NeurIPS 2021 • Mariana Oliveira Prazeres, Xinlin Li, Vahid Partovi Nia, Adam M Oberman
In order to deploy deep neural networks on edge devices, compressed (resource efficient) networks need to be developed.
no code implementations • 1 Jan 2021 • Tiago Salvador, Alexander Iannantuono, Adam M Oberman
In addition to achieving high accuracy, in many applications, it is important to estimate the probability that a model prediction is correct.
1 code implementation • 5 Oct 2020 • Ryan Campbell, Chris Finlay, Adam M Oberman
Machine learning models are vulnerable to adversarial attacks.