Search Results for author: Daniel Hunter

Found 4 papers, 1 papers with code

SqueezeNAS: Fast neural architecture search for faster semantic segmentation

1 code implementation5 Aug 2019 Albert Shaw, Daniel Hunter, Forrest Iandola, Sammy Sidhu

For real time applications utilizing Deep Neural Networks (DNNs), it is critical that the models achieve high-accuracy on the target task and low-latency inference on the target computing platform.

Ranked #52 on Semantic Segmentation on Cityscapes val (using extra training data)

Image Classification Neural Architecture Search +1

Parallel Belief Revision

no code implementations27 Mar 2013 Daniel Hunter

This paper describes a formal system of belief revision developed by Wolfgang Spohn and shows that this system has a parallel implementation that can be derived from an influence diagram in a manner similar to that in which Bayesian networks are derived.

Dempster-Shafer vs. Probabilistic Logic

no code implementations27 Mar 2013 Daniel Hunter

The combination of evidence in Dempster-Shafer theory is compared with the combination of evidence in probabilistic logic.

Uncertain Reasoning Using Maximum Entropy Inference

no code implementations27 Mar 2013 Daniel Hunter

It is argued that maximum entropy is a dynamic theory and that a complete theory of uncertain reasoning can be gotten by combining maximum entropy inference with probability theory, which is a static theory.

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