no code implementations • 31 Jan 2023 • Simiao Ren, Yang Deng, Willie J. Padilla, Leslie Collins, Jordan Malof
Deep learning (DL) is revolutionizing the scientific computing community.
no code implementations • 23 Oct 2022 • Francesco Luzi, Aneesh Gupta, Leslie Collins, Kyle Bradbury, Jordan Malof
In this paper we systematically compare the impact of adding transformer structures into state-of-the-art segmentation models for overhead imagery.
no code implementations • NeurIPS 2018 • Boyla Mainsah, Dmitry Kalika, Leslie Collins, Siyuan Liu, Chandra Throckmorton
Stimulus-driven brain-computer interfaces (BCIs), such as the P300 speller, rely on using a sequence of sensory stimuli to elicit specific neural responses as control signals, while a user attends to relevant target stimuli that occur within the sequence.
no code implementations • 24 Feb 2017 • Patrick Wang, Kenneth Morton, Peter Torrione, Leslie Collins
In this paper, we present a viewpoint adaptation algorithm that allows a trained single-view object detector to be adapted to a new, distinct viewpoint.
no code implementations • 21 Jun 2014 • Kenneth D. Morton Jr., Peter Torrione, Leslie Collins, Sam Keene
In this work we describe a MATLAB toolbox for pattern recognition and machine learning known as the PRT (Pattern Recognition Toolbox), licensed under the permissive MIT license.