Rodney LaLondeJul 13, 202023 minAlgorithms and Applications of Novel Capsule NetworksAlgorithms and Applications of Novel Capsule Networks | PhD Defense of Rodney LaLonde | Center for Research in Computer Vision
Rodney LaLondeJul 12, 20202 minAnalysis of Video Retinal Angiography with Deep learning and Eulerian Magnification.a novel computer-aided decision support tool in analyzing, quantifying, and evaluating the retinal blood vessel structure.
Rodney LaLondeJul 12, 20207 minCapsules for Biomedical Image SegmentationJournal extension of the popular SegCaps framework by Rodney LaLonde, Ziyue Xu, Sanjay Jain, and Ulas Bagci.
Rodney LaLondeJul 10, 20206 minX-Caps: Explainable Capsule NetworksExplainable Capsule Networks published at MICCAI 2020 by Rodney LaLonde, Drew Torigian, and Ulas Bagci.
Rodney LaLondeOct 18, 20191 minThe Lottery Ticket HypothesisThe Lottery Ticket Hypothesis explained. How deep wide neural networks achieve remarkable results but can prune 90% of their parameters.
Rodney LaLondeJul 5, 20192 minINN: Inflated Neural Networks for IPMN Diagnosis Accepted for publication at MICCAI 2019.
Rodney LaLondeJul 24, 20181 minIn the News: Lung Cancer AI Research at UCFUPDATE: Wow this story has been blowing up across various platforms. I just wanted to leave a short list here of addition coverage...
Rodney LaLondeApr 11, 20182 minCapsules for Object SegmentationThis work was awarded an ORAL presentation at the MIDL 2018 conference as well as received the CIFAR Student Travel Grant award. The code...