stevenwalton

Compact-Transformers

Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

Convolutional-MLPs

[Preprint] ConvMLP: Hierarchical Convolutional MLPs for Vision, 2021

Neighborhood-Attention-Transformer

Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022

StyleNAT

New flexible and efficient image generation framework that sets new SOTA on FFHQ-256 with FID 2.05, 2022

.dotfiles

Holds all the dotfiles

Geant4Tutorials

Tutorials made for Geant4

Gradient-Checkpointing

Tutorial on Pytorch's Gradient Checkpointing functionality

H5Easy

Class for reading and writing hdf5 files with C++ vectors

SCS-CCT

CCT but using Sharpened Cosine Similarity

stevenwalton/SCS-CCT

CCT but using Sharpened Cosine Similarity

stevenwalton/Gradient-Checkpointing

Tutorial on Pytorch's Gradient Checkpointing functionality

stevenwalton/.dotfiles

Holds all the dotfiles

stevenwalton/StyleNAT-SHI-Labs

[Preprint] StyleNAT: Giving Each Head a New Perspective 2022

stevenwalton/510-NF_Project

stevenwalton/510-ComputerVision

stevenwalton/510-SciVis

510 Scientific Visualization

stevenwalton/551-Databases

551 - Databases

stevenwalton/607-NLP

UO CIS 607: Deep Learning for Neural Linguistic Programming Seminar

stevenwalton/607-STCV

Special Topics in Computer Vision Seminar at University of Oregon

stevenwalton/624-Programming_Languages

stevenwalton/624-Programming_Languages_Final

EIDOS interpreter written with python

stevenwalton/631-parallel-group-project

stevenwalton/ascent

A flyweight in situ visualization and analysis runtime for multi-physics HPC simulations

stevenwalton/awesome-normalizing-flows

Awesome resources on normalizing flows.

stevenwalton/CIS607-GPUProgramming

Julia GPU Programming: Final project

stevenwalton/Convolutional-MLPs

[Preprint] ConvMLP: Hierarchical Convolutional MLPs for Vision, 2021

stevenwalton/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

stevenwalton/DownloadGoogleDriveDatasets

stevenwalton/glow-1

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

stevenwalton/nsfgrf

NSF GRF proposal

stevenwalton/ollama

Get up and running with Llama 2, Mistral, Gemma, and other large language models.

stevenwalton/pytorch-flows

PyTorch implementations of algorithms for density estimation

stevenwalton/Retro-Learner

Playing around with OpenAI's retro environment

stevenwalton/stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

stevenwalton/StyleSwin

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

stevenwalton/tutorials-1

PyTorch tutorials.

stevenwalton/vgg11

VGG11 Network for CNN Tutorial

stevenwalton/vision

Datasets, Transforms and Models specific to Computer Vision

stevenwalton/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch