Towards Data Science, Deep Learning, Machine Learning, Neural Networks, Naturallanguageprocessing.
from the original paper) Though this embedding works well on text data, this embedding does not work with image data. So there can be multiple ways of embedding the position of an object ( text/image ), and they can be fixed or learned during training. The basic idea is that this embedding allows