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cs.LG2024
MazeNet: An Accurate, Fast, and Scalable Deep Learning Solution for Steiner Minimum Trees
Gabriel Díaz Ramos, Toros Arikan, Richard G. Baraniuk
The Obstacle Avoiding Rectilinear Steiner Minimum Tree (OARSMT) problem, which seeks the shortest interconnection of a given number of terminals in a rectilinear plane while avoidi…
cs.LG2022
Direct Localization in Underwater Acoustics via Convolutional Neural Networks: A Data-Driven Approach
Amir Weiss, Toros Arikan, Gregory W. Wornell
Direct localization (DLOC) methods, which use the observed data to localize a source at an unknown position in a one-step procedure, generally outperform their indirect two-step co…