no code implementations • 26 Jul 2021 • Alberto Santamaria-Pang, Jianwei Qiu, Aritra Chowdhury, James Kubricht, Peter Tu, Iyer Naresh, Nurali Virani
Third, we generate new adversarial images by projecting back the original coefficients from the low scale and the perturbed coefficients from the high scale sub-space.
1 code implementation • 22 Aug 2020 • Aritra Chowdhury, Alberto Santamaria-Pang, James R. Kubricht, Peter Tu
In this work, we demonstrate for the first time, the emer-gence of deep symbolic representations of emergent language in the frame-work of image classification.
no code implementations • 22 Aug 2020 • Aritra Chowdhury, Alberto Santamaria-Pang, James R. Kubricht, Jianwei Qiu, Peter Tu
We show state of the art results for segmentation of COVID-19 lung infections in CT.
no code implementations • 18 Jul 2020 • Alberto Santamaria-Pang, James Kubricht, Aritra Chowdhury, Chitresh Bhushan, Peter Tu
A UNet-like architecture is used to generate input to the Sender network which produces a symbolic sentence, and a Receiver network co-generates the segmentation mask based on the sentence.
no code implementations • 18 Jul 2020 • Aritra Chowdhury, James R. Kubricht, Anup Sood, Peter Tu, Alberto Santamaria-Pang
In one form of the game, a sender and a receiver observe a set of cells from 5 different cell phenotypes.