Search Results for author: Leslie Collins

Found 5 papers, 0 papers with code

Transformers For Recognition In Overhead Imagery: A Reality Check

no code implementations23 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.

Bayesian Optimization

Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces

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.

Decision Making

Viewpoint Adaptation for Rigid Object Detection

no code implementations24 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.

Human Detection Object +2

An Open Source Pattern Recognition Toolbox for MATLAB

no code implementations21 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.

BIG-bench Machine Learning Clustering +1

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