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8 search results found

Awesome Model Quantization ⭐ 1,449

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.

Knowledge Distillation Zoo ⭐ 804

Pytorch implementation of various Knowledge Distillation (KD) methods.

Knowledge Distillation Papers ⭐ 638

knowledge distillation papers

Deep Compression Alexnet ⭐ 599

Deep Compression on AlexNet

Model Compression Papers ⭐ 306

Papers for deep neural network compression and acceleration

Awesome Quantization Papers ⭐ 201

List of papers related to neural network quantization in recent AI conferences and journals.

Pruning Filter In Filter ⭐ 161

Pruning Filter in Filter(NeurIPS2020)

Awesome Model Compression ⭐ 152

papers about model compression

Font_recognition Deepfont ⭐ 136

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

Model Compression ⭐ 74

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016

Model Compression And Acceleration Progress ⭐ 50

Repository to track the progress in model compression and acceleration

Cv_dl_gather ⭐ 42

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

Research Paper Summaries ⭐ 17

A directory with some interesting research paper summaries in the field of Deep Learning

Bipointnet ⭐ 16

This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.

Awesome Model Compression ⭐ 6

Collecting some papers about NN model compression

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