Jia-Yi Li

Superpixel-informed Implicit Neural Representation for Multi-Dimensional Data

"Recently, implicit neural representations (INRs) have attracted increasing attention for multi-dimensional data recovery. However, INRs simply map coordinates via a multi-layer perceptron (MLP) to corresponding values, ignoring the inherent semantic information of the data. To leverage semantic pri…