sthalles

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

PyTorch-BYOL

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

SimCLR-tensorflow

TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

sthalles.github.io

CLoVE

Official PyTroch implementation for Self-supervised Learning of Contextualized Local Visual Embeddings (CLoVE)

carp

Official PyTorch implementation of Representation Learning via Consistent Assignment of Views over Random Partitions (CARP)

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

PyContrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

recommenders

Best Practices on Recommendation Systems

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

MaSSL

Official PyTroch implementation for *Learning from Memory: A Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features*

PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

resume

my resumes

vision-transformer

PyTorch Vision Transformer Implementation

amd-disable-c6

Systemd service to automatically disable the C6 power saving state on AMD Zen (Ryzen / Epyc) processors

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

barlowtwins

PyTorch implementation of Barlow Twins.

BigGAN-pytorch

Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)

book-resources

gopl.io

Example programs from "The Go Programming Language"

moco-v3

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

PixPro

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

PyTorch-CLIP

pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

reassessed-imagenet

Labels and other data for the paper "Are we done with ImageNet?"

self-classifier

PyTorch implementation of "Self-Supervised Classification Network" from ECCV 2022

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

spack

A flexible package manager that supports multiple versions, configurations, platforms, and compilers.