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.

MarStech vision sensor is a low cost sensor for STEM Education

The collection of training tricks of binarized neural networks.

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

Hypercomplex Neural Networks with PyTorch

Code for TMM 2022 "Accurate Head Pose Estimation Using Image Rectification and Lightweight Convolutional Neural Network"

Facial Landmark Detection Using Knowledge Distillation-Based Neural Networks

Official implementation of NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)

一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现，采用SH-DCGAN生成少类样本数据，解决了数据不平衡的问题，同时结合剪枝策略实现轻量化！It's still being updated! Stay tuned!❤

An official implementation of CVPR 2019 paper "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification".

A list of papers, docs, codes about diffusion distillation.This repo collects various distillation methods for the Diffusion model. Welcome to PR the works (papers, repositories) missed by the repo.

Approximating a 3DCNN with a 2DCNN

(SIGMOD 2021) Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks

(WIP) Lightweight neural network for binary classification of cancer metastasis in bone scan images using PyTorch. Code repository for the study entitled "A Lightweight Convolutional Neural Network for Detection of Osseous Metastasis using Feature Fusion and Attention Strategies".

A pytorch implementation of CVPR2019 paper "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification".

Human pose estimation model