Algorithms and Applications of Novel Capsule Networks | PhD Defense of Rodney LaLonde | Center for Research in Computer Vision

a novel computer-aided decision support tool in analyzing, quantifying, and evaluating the retinal blood vessel structure.

Journal extension of the popular SegCaps framework by Rodney LaLonde, Ziyue Xu, Sanjay Jain, and Ulas Bagci.

Explainable Capsule Networks published at MICCAI 2020 by Rodney LaLonde, Drew Torigian, and Ulas Bagci.

Accepted for publication at ISBI 2020.

The Lottery Ticket Hypothesis explained. How deep wide neural networks achieve remarkable results but can prune 90% of their parameters.

Accepted for publication at MICCAI 2019.

UPDATE: Wow this story has been blowing up across various platforms. I just wanted to leave a short list here of addition coverage...

This work was awarded an ORAL presentation at the MIDL 2018 conference as well as received the CIFAR Student Travel Grant award. The code...

Video | Explaining how deep neural networks generalize to new data, the role of regularization, and relevant background information....

This work was accepted for publication at CVPR 2018. Detecting small objects, especially those embedded in large scenes, remains a...