Search Results for author: Rory Smith

Found 4 papers, 1 papers with code

LAAT: Locally Aligned Ant Technique for discovering multiple faint low dimensional structures of varying density

1 code implementation17 Sep 2020 Abolfazl Taghribi, Kerstin Bunte, Rory Smith, Jihye Shin, Michele Mastropietro, Reynier F. Peletier, Peter Tino

The algorithm performance in comparison to state-of-the-art approaches for noise reduction in manifold detection and clustering is demonstrated, on several synthetic and real datasets, including an N-body simulation of a cosmological volume.

Dimensionality Reduction

DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph

no code implementations4 Nov 2018 Rory Smith, Tilo Burghardt

This paper describes DeepKey, an end-to-end deep neural architecture capable of taking a digital RGB image of an 'everyday' scene containing a pin tumbler key (e. g. lying on a table or carpet) and fully automatically inferring a printable 3D key model.

Key Detection

A Surrogate Model of Gravitational Waveforms from Numerical Relativity Simulations of Precessing Binary Black Hole Mergers

no code implementations2 Jan 2017 Jonathan Blackman, Scott E. Field, Mark A. Scheel, Chad R. Galley, Daniel A. Hemberger, Patricia Schmidt, Rory Smith

We present the first surrogate model for gravitational waveforms from the coalescence of precessing binary black holes.

General Relativity and Quantum Cosmology

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