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12/01/2022
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks
We present a data-driven framework to automate the vectorization and mac...
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04/20/2020
Attention Routing: track-assignment detailed routing using attention-based reinforcement learning
In the physical design of integrated circuits, global and detailed routi...
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06/20/2019
A Deep Reinforcement Learning Approach for Global Routing
Global routing has been a historically challenging problem in electronic...
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04/16/2019
3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders
We propose a data-driven 3D shape design method that can learn a generat...
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07/08/2018