Kent Gauen (gauenk)

gauenk

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Company:Purdue University

Home Page:http://gauenk.github.io/

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Kent Gauen's starred repositories

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

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gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

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segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

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nalgebra

Linear algebra library for Rust.

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Rust-CUDA

Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.

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Sophus

C++ implementation of Lie Groups using Eigen.

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XMem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

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manif

A small C++11 header-only library for Lie theory.

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VRT

VRT: A Video Restoration Transformer (official repository)

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RetNet

An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"

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mujoco_menagerie

A collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.

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minDiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.

xcit

Official code Cross-Covariance Image Transformer (XCiT)

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Conditional_Diffusion_MNIST

Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.

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Cross-Scale-Non-Local-Attention

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

ROSIntegration

Unreal Engine Plugin to enable ROS Support

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CrossFormer

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

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ssh-tunnels

Visual examples and use cases for SSH tunnels

pytorch-gan-metrics

Pytorch implementation of common GAN metrics

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ssn-pytorch

PyTorch implementation of Superpixel Sampling Networks

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image-split-with-overlap

Split any image with any degree of overlap.

BASS

Bayesian Adaptive Superpixel Segmentation (ICCV 2019)

MET

Model Evaluation Tools

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poisson-deblurring

Pytorch Code for "Photon Limited Non-Blind Deblurring using Algorithm Unrolling" (Transactions on Computational Imaging)

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:17Issues:2Issues:3

qres-vae

Authors' PyTorch implementation of "Lossy Image Compression with Quantized Hierarchical VAEs"

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invariance-through-latent-alignment

Codebase for Invariance Through Latent Alignment