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#
neural-network-compression
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19 public repositories
matching this topic...
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Updated
Jul 8, 2022
Jupyter Notebook
Embedded and mobile deep learning research resources
Updated
Oct 3, 2019
Python
Tools and libraries to run neural networks in Minecraft ⛏️
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Jan 19, 2021
Python
[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"
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Dec 31, 2021
Python
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"
Updated
Jun 21, 2022
Jupyter Notebook
Paper list for neural network compression techniques
Hyperspectral CNN compression and band selection
Updated
Feb 16, 2020
Jupyter Notebook
[ICLR 2022] "Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable", by Shaojin Ding, Tianlong Chen, Zhangyang Wang
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Apr 8, 2022
Python
Code for testing DCT plus Sparse (DCTpS) networks
Updated
Jun 15, 2021
Python
Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access
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Mar 21, 2021
Python
Compact representations of convolutional neural networks via weight pruning and quantization
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Sep 20, 2021
Python
Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"
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Jan 6, 2021
Python
Implementation of various neural network pruing methods in pytorch.
Updated
Dec 15, 2020
Jupyter Notebook
Neural Network Pruning Using Dependency Measures
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Dec 17, 2021
Python
Use a meta-network to learn the importance and correlation of neural network weights
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Mar 23, 2019
Python
Compressed CNNs for airplane classification in satellite images (APoZ-based parameter pruning, INT8 weight quantization)
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Jun 10, 2020
Python
ESPN: Extreme Sparse Pruned Network
Updated
Jun 22, 2022
Python
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