Search Results for author: Samantha E. Miller Noever

Found 6 papers, 0 papers with code

Word Play for Playing Othello (Reverses)

no code implementations18 Jul 2022 Samantha E. Miller Noever, David Noever

Like previous work with chess and Go, these language models offer a novel way to generate plausible game archives, particularly for comparing opening moves across a larger sample than humanly possible to explore.

Language Modelling

Rock Hunting With Martian Machine Vision

no code implementations9 Apr 2021 David Noever, Samantha E. Miller Noever

The Mars Perseverance rover applies computer vision for navigation and hazard avoidance.

Object Recognition

Reading Isn't Believing: Adversarial Attacks On Multi-Modal Neurons

no code implementations18 Mar 2021 David A. Noever, Samantha E. Miller Noever

With Open AI's publishing of their CLIP model (Contrastive Language-Image Pre-training), multi-modal neural networks now provide accessible models that combine reading with visual recognition.

Image Classifiers for Network Intrusions

no code implementations13 Mar 2021 David A. Noever, Samantha E. Miller Noever

This research recasts the network attack dataset from UNSW-NB15 as an intrusion detection problem in image space.

Feature Importance Intrusion Detection

Virus-MNIST: A Benchmark Malware Dataset

no code implementations28 Feb 2021 David Noever, Samantha E. Miller Noever

As a benchmark using deep learning methods (MobileNetV2), we find an overall 80% accuracy for virus identification by families when beneware is included.

Clustering Image Classification +1

Overhead MNIST: A Benchmark Satellite Dataset

no code implementations8 Feb 2021 David Noever, Samantha E. Miller Noever

The research presents an overhead view of 10 important objects and follows the general formatting requirements of the most popular machine learning task: digit recognition with MNIST.

Management Object Recognition +1

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