Matthew S. Emigh

Target Detection and Segmentation in Circular-Scan Synthetic Aperture Sonar Images Using Semisupervised Convolutional Encoder–Decoders

Isaac J. Sledge, Matthew S. Emigh, Jonathan King et al. · IEEE Journal of Oceanic Engineering · 2022 · 27 citations · Full text

Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning

Matthew S. Emigh, Evan Kriminger, Austin J. Brockmeier et al. · IEEE Transactions on Computational Intelligence and AI in Games · 2014 · 25 citations

Artificial Intelligence, Game Ai, Engineering +18

Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion

Isaac J. Sledge, Matthew S. Emigh, José C. Prı́ncipe · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 23 citations · Full text

Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks

Eder Santana, Matthew S. Emigh, Pablo Zegers et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 13 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Information-theoretic metric learning: 2-D linear projections of neural data for visualization

Austin J. Brockmeier, Luis G. Sánchez Giraldo, Matthew S. Emigh et al. · 2013 · 11 citations

Geometric Learning, Engineering, Machine Learning +25