46 citations · 49 across the 9 of their papers we have counts for
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cs.CV2021
Topological Regularization for Dense Prediction
Deqing Fu, Bradley J. Nelson
Dense prediction tasks such as depth perception and semantic segmentation are important applications in computer vision that have a concrete topological description in terms of par…
math.AT2021
Accelerating Iterated Persistent Homology Computations with Warm Starts
Yuan Luo, Bradley J. Nelson
Persistent homology is a topological feature used in a variety of applications such as generating features for data analysis and penalizing optimization problems. We develop an app…