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Randy Paffenroth

Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity

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Apr 01, 2024
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Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural Networks

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Dec 03, 2023
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Reconstruction of Fragmented Trajectories of Collective Motion using Hadamard Deep Autoencoders

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Oct 20, 2021
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A Pre-training Oracle for Predicting Distances in Social Networks

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Jun 06, 2021
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Blind Image Denoising and Inpainting Using Robust Hadamard Autoencoders

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Jan 26, 2021
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Machine Learning in LiDAR 3D point clouds

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Jan 22, 2021
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A Patch-based Image Denoising Method Using Eigenvectors of the Geodesics' Gramian Matrix

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Oct 14, 2020
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Bounded Manifold Completion

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Dec 19, 2019
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Dimension Estimation Using Autoencoders

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Sep 24, 2019
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A Nonlinear Dimensionality Reduction Framework Using Smooth Geodesics

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Jul 13, 2018
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