On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “EdgeNet”

EdgeNets:Edge Varying Graph Neural Networkscs.LG

Unified framework for graph neural networks using EdgeNet.

problem Leveraging neural networks on graphs for structured data.

method Introducing EdgeNet architecture that allows different nodes to use different parameters for neighbor information.

result Unified formulation of GCNNs and GATs, highlighting their similarities and differences.

Graph Neural Networks EdgeNet GCNNs GATs Graphs

2020-01-21abs ↗pdf ↗

EdgeNet: A novel approach for Arabic numeral classificationcs.CV

Despite the importance of handwritten numeral classification, a robust and effective method for a widely used language like Arabic is still due. This study focuses to overcome two major limitations of existing works: data diversity and effective learning method. Hence, the existing Arabic numeral datasets have been mer…

2019-07-30abs ↗pdf ↗