397 citations · 951 across the 46 of their papers we have counts for
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cs.LG2023★ 1 cited
Feature Transportation Improves Graph Neural Networks
Moshe Eliasof, Eldad Haber, Eran Treister
Graph neural networks (GNNs) have shown remarkable success in learning representations for graph-structured data. However, GNNs still face challenges in modeling complex phenomena…
cs.LG2023★ 1 cited
DRIP: Deep Regularizers for Inverse Problems
Moshe Eliasof, Eldad Haber, Eran Treister
In this paper we consider inverse problems that are mathematically ill-posed. That is, given some (noisy) data, there is more than one solution that approximately fits the data. In…
cs.CV2023★ 1 cited
Semi-Automated Segmentation of Geoscientific Data Using Superpixels
Conrad P. Koziol, Eldad Haber
Geological processes determine the distribution of resources such as critical minerals, water, and geothermal energy. However, direct observation of geology is often prevented by s…