giakoumoglou

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

mamba

Mamba SSM architecture

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

mamba

The Fast Cross-Platform Package Manager

Vim

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

VMamba

VMamba: Visual State Space Models，code is based on mamba

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

Transformer-SSL

This is an official implementation for "Self-Supervised Learning with Swin Transformers".

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

msn

Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)

VisionMamba

Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images

syn-rep-learn

Learning from synthetic data - code and models

ReviewKD

Distilling Knowledge via Knowledge Review, CVPR 2021

pixel-level-contrastive-learning

Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch

MedMamba

This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"

MomentumContrast.pytorch

Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning

BYOL-PyTorch

PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP

G-SimCLR

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

Barlow-Twins-HSIC

ReSSL

ReSSL: Relational Self-Supervised Learning with Weak Augmentation

MSF

Official code for "Mean Shift for Self-Supervised Learning"

SimCLR-CIFAR10

Pytorch SimCLR on CIFAR10 (92.85% test accuracy)

self-classifier

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

vssm

An oversimplified state manager written in Javascript

SEED

bingo

Bag of Instances Aggregation Boosts Self-supervised Distillation (ICLR 2022)

2024-AAAI-DIVIDE

Official implementation of "Decoupled Contrastive Multi-View Clustering with High-Order Random Walks", [AAAI 2024].

matryoshka-representation-learning

A simple implementation of Matryoshka Representation Learning for contrastive self-supervised learning

all4one

[ICCV2023] Official PyTorch Implementation of "All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction"