Videos
Research talks, tutorials, and lab activity recordings
Spider GANs: Leveraging Friendly Neighbors to Accelerate GAN Training
Video presentation accompanying the CVPR 2023 paper on Spider GANs - a novel approach to accelerate GAN training by l...
Fully-Automated Semantic Segmentation of Wireless Capsule Endoscopy Images
Presentation from April 2020 on automated semantic segmentation for wireless capsule endoscopy.
Automatic Classification of Artery/Vein from Single-Wavelength Fundus Images
ISBI 2020 presentation on automatic classification of arteries and veins from fundus images.
ePrescription App
Demonstration of the ePrescription mobile application.
iCare: Glaucoma Pre-Screening App (Android)
Android app demonstration for glaucoma pre-screening.
NAYANA: Glaucoma Pre-Screening App (iOS)
iOS app demonstration for glaucoma pre-screening.
AI Healthcare Diagnostic Platform: i-Care
Demonstration of the i-Care AI healthcare diagnostic platform.
AI Healthcare Diagnostic Platform: Wireless Capsule Endoscopy
Demonstration of AI diagnostic platform for wireless capsule endoscopy analysis.
AI Healthcare Diagnostic Platform: COVID-19
Demonstration of AI-powered COVID-19 diagnostic platform.
Epoch Estimation from a Speech Signal using a Deep Neural Network
Demonstration of DNN-based epoch estimation from speech signals.
Adaptive Weighted Minimax Concave Penalty Based Image Reconstruction
Demonstration of adaptive weighted minimax concave penalty for image reconstruction.
ConFirmNet: Convolutional FirmNet and Applications to Compressive Sensing
Demonstration of ConFirmNet architecture for compressive sensing applications.
Deep Learning Meets Sparse Coding: Deep Unrolling for Compressive Sensing
Demonstration of deep unrolling techniques for compressive sensing.
An Ensemble of Proximal Networks for Sparse Coding
Demonstration of ensemble proximal networks for sparse coding applications.
Wirtinger Flow Algorithms for Phase Retrieval from Fourier Magnitude
Demonstration of Wirtinger Flow algorithms for solving the phase retrieval problem.
A Time Based Sampling Framework for Finite Rate of Innovation Signals
Demonstration of a novel time-based sampling framework for FRI signals.
Differentiate-and-fire Time-Encoding of Finite-Rate-of-Innovation Signals
Demonstration of differentiate-and-fire time-encoding approach for FRI signals.