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

Image Classification Neural Architecture Search +1

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.

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.

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.

Relation

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