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Hi, I'm Will! 👋

🔗 Links

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🚀 About Me

I'm a Machine Learning Engineer (MLE) that works on generative models in audio and computer vision. I have a MS in Computer Science. My thesis work was on applications of generative models to sub-surface imaging.

🛠 Skills

Technologies

  • Python
  • PyTorch
  • Lightning
  • TensorFlow
  • Keras
  • Scikit Learn
  • Numpy

Modeling

  • Generative Models (Diffusion, GAN, VAE, Flow)
  • Self-Supervised Learning
  • Classification
  • Regression
  • Clustering

👩‍💻 I'm currently working on...

Generative models in Computer Vision, with a focus on Lipsync and Video editing.

🧠 I'm currently learning...

I enjoy reading papers and keeping up with the latest ML/AI trends. In addition, I lean toward growth in software engineering and spend free time on LeetCode

👯‍♀️ I'm looking to collaborate on...

I am always open to collaborate on research and open source projects.

Will Rice's Projects

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extensor icon extensor

Tensorflow bindings for inference in Elixir

facenet-pytorch icon facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

fast-style-transfer icon fast-style-transfer

A TensorFlow implementation of real-time style transfer based on the paper 'Perceptual Losses for Real-Time Style Transfer and Super-Resolution' by Johnson et. al

fast-wavenet icon fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

flowavenet icon flowavenet

A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"

fma icon fma

FMA: A Dataset For Music Analysis

glow icon glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

glow-tts icon glow-tts

A Generative Flow for Text-to-Speech via Monotonic Alignment Search

gmes icon gmes

GMES (GIST Maxwell's Equations Solver) is a free Python package for the electromagnetic simulation using FDTD method.Forked from Kyungwon Chun <[email protected]> https://sourceforge.net/p/gmes/code-git/ci/master/tree/

gpr-gym icon gpr-gym

An example of how to automate the process of training data generation through gprMax for use in machine learning models.

gprlearn icon gprlearn

Convolutional Neural Networks for landmine recognition

gprmax icon gprmax

gprMax is open source software that simulates electromagnetic wave propagation using the Finite-Difference Time-Domain (FDTD) method for numerical modelling of Ground Penetrating Radar (GPR)

hello-world icon hello-world

Add any Program in any language you like or add a hello world Program ❣️ if you like give us :star:

iaf icon iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

iwagpr2017-model icon iwagpr2017-model

This model was created using gprMax. It is a 3D, near-surface example of a fictional but realistic landmine detection environment.

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