Shivam Kalra

Learning Permutation Invariant Representations using Memory Networks

Many real-world tasks such as classification of digital histopathological images and 3D object detection involve learning from a set of instances. In these cases, only a group of instances or a set, collectively, contains meaningful information and therefore only the sets have labels, and not indivi…