StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation

Huizong Yang, Yuxin Sun, Ganesh Sundaramoorthi +1

We present new insights and a novel paradigm (StEik) for learning implicit neural representations (INR) of shapes. In particular, we shed light on the popular eikonal loss used for…