NdLinear: Preserving Multi-Dimensional Structure for Parameter-Efficient Neural Networks

Alex Reneau, Jerry Yao-Chieh Hu, Zhongfang Zhuang +6

In deep learning, processing multidimensional inputs (e.g., images, medical scans, and time series) is an important task that often requires flattening the inputs. We introduce $\m…