115 citations · 194 across the 4 of their papers we have counts for
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cs.LG2019★ 115 cited
Deep least-squares methods: an unsupervised learning-based numerical method for solving elliptic PDEs
Zhiqiang Cai, Jingshuang Chen, Min Liu +1
This paper studies an unsupervised deep learning-based numerical approach for solving partial differential equations (PDEs). The approach makes use of the deep neural network to ap…
cs.CV2019★ 14 cited
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation
Zongyue Zhao, Min Liu, Karthik Ramani
Traditional grid/neighbor-based static pooling has become a constraint for point cloud geometry analysis. In this paper, we propose DAR-Net, a novel network architecture that focus…