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05/31/2023
A Unified Framework for U-Net Design and Analysis
U-Nets are a go-to, state-of-the-art neural architecture across numerous...
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01/19/2023
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
U-Net architectures are ubiquitous in state-of-the-art deep learning, ho...
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07/16/2022
Accurate simulations of nonlinear dynamic shear ruptures on pre-existing faults in 3D elastic solids with dual-pairing SBP methods
In this paper we derive and analyse efficient and stable numerical metho...
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10/11/2021
Provably Stable Full-Spectrum Dispersion Relation Preserving Schemes
The dispersion error is often the dominant error for computed solutions ...
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03/08/2021
ColoRadar: The Direct 3D Millimeter Wave Radar Dataset
Millimeter wave radar is becoming increasingly popular as a sensing moda...
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01/12/2021
Towards Stratified Space Learning: Linearly Embedded Graphs
In this paper, we consider the simplest class of stratified spaces – lin...
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11/05/2020