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20162020
most citedSemi-supervised Learning on Graph with an Alternating Diffusion Process

2 citations · 3 across the 5 of their papers we have counts for

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Showing 2020Show all

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cs.CV2020

Using the Split Bregman Algorithm to Solve the Self-repelling Snake Model

Huizhu Pan, Jintao Song, Wanquan Liu +4

Preserving contour topology during image segmentation is useful in many practical scenarios. By keeping the contours isomorphic, it is possible to prevent over-segmentation and und…

cs.LG2020

Regularizing Semi-supervised Graph Convolutional Networks with a Manifold Smoothness Loss

Qilin Li, Wanquan Liu, Ling Li

Existing graph convolutional networks focus on the neighborhood aggregation scheme. When applied to semi-supervised learning, they often suffer from the overfitting problem as the…