mygit007hub

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

Shuffle-Transformer

awesome-fast-attention

list of efficient attention modules

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

bayesian-torch

Bayesian-Torch is a library of neural network layers and utilities extending the core of PyTorch to enable the user to perform stochastic variational inference in Bayesian deep neural networks

complexPyTorch

A high-level toolbox for using complex valued neural networks in PyTorch

cs-self-learning

计算机自学指南

CV-Backbones

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

Dassl.pytorch

A PyTorch toolbox for domain adaptation and semi-supervised learning.

DeepHash-pytorch

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

DSU

[ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference on Learning Representations (ICLR) 2022.

dul-pytorch

[2020-CVPR]Data Uncertainty Learning in Face Recognition

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

facenet-pytorch

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

JigenDG

Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"

Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

NIR-ISL2021-Transfer-learning

Transfer learning for iris segmentation and localization in NIR-ISL 2021

pycls

Codebase for Image Classification Research, written in PyTorch.

RepDistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

scale-face

sequencer

Sequencer: Deep LSTM for Image Classification

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

StableNet

Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".

stochastic_cross_attention

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

uncertainty

UniFormer

official implementation of UniFormer

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Visualizer

assistant tools for attention visualization in deep learning

vmf_embeddings