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Isaac J. Sledge

Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery

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Jan 20, 2024
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Adapting the Exploration Rate for Value-of-Information-Based Reinforcement Learning

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Dec 31, 2022
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Estimating Rényi's $α$-Cross-Entropies in a Matrix-Based Way

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Sep 24, 2021
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External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery

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Jul 22, 2021
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An Information-Theoretic Approach for Automatically Determining the Number of States when Aggregating Markov Chains

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Jul 05, 2021
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Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning

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Feb 24, 2021
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Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations

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Feb 05, 2021
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Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders

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Jan 10, 2021
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An Exact Reformulation of Feature-Vector-based Radial-Basis-Function Networks for Graph-based Observations

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Jan 22, 2019
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An Analysis of the Value of Information when Exploring Stochastic, Discrete Multi-Armed Bandits

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Mar 03, 2018
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