neural-network-compression topic

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

openvinotoolkit

Embedded and mobile deep learning research resources

csarron

Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf

imirzadeh

Tools and libraries to run neural networks in Minecraft :pick:

ashutoshbsathe

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

VITA-Group

This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

varungohil

Paper list for neural network compression techniques

Hyungjun-K1m

[ICLR 2022] "Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable", by Shaojin Ding, Tianlong Chen, Zhangyang Wang

VITA-Group

Hyperspectral CNN compression and band selection

daniel-rychlewski

[ICLR 2023] Pruning Deep Neural Networks from a Sparsity Perspective

diaoenmao