Search Results - RepositoryStats

693

3.9k

apache-2.0

40

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

openvino anomaly-detection anomaly-localization anomaly-segmentation unsupervised-learning neural-network-compression

Created 2021-11-02

704 commits to main branch, last one about a month ago

awesome-emdl csarron

166

741

mit

84

Embedded and mobile deep learning research resources

pruning inference mobile-ai embedded-ai quantization deep-learning mobile-inference deep-neural-networks mobile-deep-learning efficient-neural-networks neural-network-compression

Created 2017-06-06

60 commits to master branch, last one about a year ago

Deep-K-Means-pytorch VITA-Group

36

151

unknown

14

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

paper pytorch tensorflow compression deep-learning neural-network-compression convolutional-neural-networks

Created 2018-06-07

45 commits to master branch, last one 5 years ago

scarpet-nn ashutoshbsathe

7

147

gpl-3.0

8

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

minecraft neural-networks binarized-neural-networks neural-network-compression

Created 2020-04-22

74 commits to master branch, last one 3 years ago

Generalizing-Lottery-Tickets varungohil

9

51

mit

5

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"

pruning neurips-2019 generalization lottery-ticket-hypothesis reproducibility-challenge neural-network-compression

Created 2019-11-30

62 commits to master branch, last one 4 years ago

Audio-Lottery VITA-Group

5

30

mit

11

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

ctc pytorch conformer speech-recognition lottery-ticket-hypothesis neural-network-compression

Created 2022-01-20

6 commits to main branch, last one 2 years ago

LayerMerge snu-mllab

1

29

mit

7

Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML'24)

efficient-inference neural-network-pruning efficient-deep-learning neural-network-compression

Created 2024-05-31

10 commits to main branch, last one 4 months ago