dwil2444 Goto Github PK

followers: 13.0 following: 24.0 repos: 30.0 gists: 1.0

Name: Dane Andrew Williamson

Type: User

Company: University of Virginia

Bio: yibambe

Location: Charlottesville, VA

Blog: https://dwil2444.github.io/

Hi all

I am a PhD student at the University of Virginia.

My research interests include Formal Verification of Cyber-Physical Systems, Computer Vision and Natural Language Processing.

My Personal Page: https://dwil2444.github.io/

💼 Things that I'm currently working on:

Pursuing PhD in Computer Science at UVA

Languages and Frameworks:

Thanks to anuraghazra for the GitHub stats!

Dane Andrew Williamson's Projects

ardvark

ArdVark is a command line application which uses packet sniffing capabilities to monitor network activity.

arxiv-parser

Parse arxiv subscription email for interesting papers

audiotranscription

Python Scripts which utilize the low latency streaming transcription of the Watson Speech to Text service to generate transcripts of audio files.

autonomous_recognition_mapping

Final Project for Autonomous Mobile Robots

beamer-scaffold

Template LaTeX commands and directory structure for a Beamer presentation.

bruteforceattack

A brute force attack to crack passwords of variable lengths.

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

cwox

A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.

dnn_attention

Identifying salient image regions in Deep Neural Network Classifications.

dsprites-dataset

Dataset to assess the disentanglement properties of unsupervised learning methods

dwil2444

Repository containing README for about me section.

dwil2444.github.io

Repository containing source scripts for personal webpage.

explainability_debugging

A Repository to keep track of papers involving ML explainability and Model Debugging.

gan_mnist

Generative Adversarial Network to generate MNIST digits.

gpt-cli

Access GPT3, ChatGPT, and GPT4 straight from your terminal

hvae-oodd

Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"

lime

Lime: Explaining the predictions of any machine learning classifier

mixpack

MixPack is a web-browser based DJ Controller emulator.

nasm_86

CSCI 485 - 01 assignment in assembly language.

nmt_mobile

Offline Neural Machine Translation

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

pw_processing

Processing Pulse Waves in Python.

pytorchrelevancepropagation

A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.

sig_scraper

A Web-Scraper that extracts GATT Specifications from the SIG Website.

structural-probes

Codebase for testing whether hidden states of neural networks encode discrete structures.

swipl_hw

Prolog Assignment for Programming Languages Class (CSCI-485)

twitter-autodm

This is a twitter bot which is part of a coding challenge. When the user locates and follows the bot, the bot will give the user a direct message containing a clue.

vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

verifiable-model-fairness

Formal Verification of Model Fairness via Interval Bound Propagation

viruses

A collection of viruses

dwil2444 Goto Github PK

Hi all

I am a PhD student at the University of Virginia.

💼 Things that I'm currently working on:

Dane Andrew Williamson's Projects

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