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Hi there šŸ‘‹

šŸ‘Øā€šŸŽ“ I'm a PhD Student at Johns Hopkins

šŸŒ± My research interests include {machine, deep} learning, computer vision, and neuroscience

šŸ”­ Iā€™m currently working on learning under non-stationary distributions and OOD generalization

šŸ‘Æ Iā€™m looking to collaborate on the above topics + NeuroAI + AI4Science!

šŸ˜„ Pronouns: he/him

Ashwin De Silva's Projects

2dto3d-reconstruction icon 2dto3d-reconstruction

Create a virtual spherical phantom and takes a given number of 2D slices from it and reconstructs the phantom using the sliced 2D binary images.

cookiecutter icon cookiecutter

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

cs-project icon cs-project

Code for the EN.520.648 Compressed Sensing & Sparse Recovery group project

deepphaseunwrap icon deepphaseunwrap

This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images.

deepretina icon deepretina

Work on retinal and scleral image understanding (in progress)

dipy icon dipy

Diffusion MR imaging in Python

dmritool icon dmritool

DMRITool is an open souce toolbox for reconstruction, processing and visualization of diffusion MRI data (DWI, tensor, ODF,EAP, fibers etc.).

fir-filter-design- icon fir-filter-design-

The project was conducted as a part of the module Digital Signal Processing EN2570. The objective was to design a Non - Recursive (Finite Impulse Response) Bandstop Filter using the Kaiser Window Function. MATLAB 2014a software package was used as the programming environment for the design project.

gated_gcrnns icon gated_gcrnns

Gated graph convolutional recurrent neural networks code used in:

gen-models icon gen-models

Course project for EN.553.741 Machine Learning II at JHU. Implements Wasserstein GAN, variational autoencoder and denoising diffusion probabilistic models.

image-processing-in-matlab icon image-processing-in-matlab

This repository includes the MATLAB Scripts which perform various Image Processing Techniques. The codes were generated as required by the EN2550 Fundamentals of Image Processing and Machine Vision Module offered in the Department of Electronic and Telecommunication Engineering at the University of Moratuwa.

iris icon iris

iris-plot is a tool written in MATLAB to visualize the gain of function or the loss of function in terms of the p-value from the two-sample unpaired t-test performed upon the patient and control data.

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