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Michael W. Walton
Michael W. Walton
Emerging Technologies Fellow, U.S. Census Bureau
在 census.gov 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Unsupervised anomaly detection for digital radio frequency transmissions
M Walton, M Ayache, L Straatemeier, D Gebhardt, B Migliori
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
212017
Hunting for naval mines with deep neural networks
D Gebhardt, K Parikh, I Dzieciuch, M Walton, NAV Hoang
OCEANS 2017-Anchorage, 1-5, 2017
152017
Theory of mind for deep reinforcement learning in hanabi
A Fuchs, M Walton, T Chadwick, D Lange
arXiv preprint arXiv:2101.09328, 2021
122021
Methods and systems for performing radio-frequency signal noise reduction in the absence of noise models
BJ Migliori, DJ Gebhardt, MW Walton, LM Straatemeier
US Patent 10,291,268, 2019
32019
System and method for motion abstraction, activity identification, and vehicle classification
RJ Wroblewski, MW Walton
US Patent 11,151,169, 2021
22021
Multi-agent Reinforcement Learning in OpenSpiel: A Reproduction Report
M Walton, V Lisy
arXiv preprint arXiv:2103.00187, 2021
12021
Method for performing multi-agent reinforcement learning in the presence of unreliable communications via distributed consensus
MW Walton, BJ Migliori, J Reeder
US Patent 11,321,635, 2022
2022
Asynchronous artificial neural network architecture
DJ Gebhardt, BJ Migliori, MW Walton, L Straatemeier, MR Ayache
US Patent 11,030,518, 2021
2021
Intention-based Behavioral Anomaly Detection
F Hung, X Xie, A Fuchs, M Walton, S Qi, Y Zhu, D Lange, SC Zhu
2019
Probabilistic Scene Parsing
M Walton, D Lange, SC Zhu
Computational Context, 137-156, 2018
2018
Radio Signal Augmentation for Improved Training of a Convolutional Neural Network
D Gebhardt, B Migliori, L Straatemeier, M Walton, SSC Pacific
2016
Radio Model-free Noise Reduction of Radio Transmissions with Convolutional Autoencoders
B Migliori, D Gebhardt, L Straatemeier, M Walton, SSC Pacific
2016
Learning and Visualizing Modulation Discriminative Radio Signal Features
M Walton, D Gebhardt, B Migliori, L Straatemeier, ...
2016
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