Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector

28 Jun 2018Sumedha SinglaMingming GongSiamak RavanbakhshFrank SciurbaBarnabas PoczosKayhan N. Batmanghelich

We propose an attention-based method that aggregates local image features to a subject-level representation for predicting disease severity. In contrast to classical deep learning that requires a fixed dimensional input, our method operates on a set of image patches; hence it can accommodate variable length input image without image resizing... (read more)

PDF Abstract

Code


No code implementations yet. Submit your code now

Tasks


Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.