neural-network-compression

Here are 10 public repositories matching this topic...

EMDL / awesome-emdl

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Embedded and mobile deep learning research resources

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

Updated Oct 25, 2019

imirzadeh / Teacher-Assistant-Knowledge-Distillation

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Using Teacher Assistants to Improve Knowledge Distillation

deep-learning knowledge-distillation neural-network-compression

Updated Oct 3, 2019
Python

ashutoshbsathe / scarpet-nn

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Tools and libraries to run neural networks in Minecraft ⛏️

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

Updated May 10, 2020
Python

TAMU-VITA / Deep-K-Means-pytorch

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

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

Updated Dec 11, 2019
Python

Hyungjun-K1m / Neural-Network-Compression

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Paper list for neural network compression techniques

deep-learning neural-network quantization neural-network-compression model-compression-papers

Updated Jan 28, 2020

daniel-rychlewski / hsi-toolbox

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Hyperspectral CNN compression and band selection

python deep-learning neural-network svm pytorch recurrent-neural-networks feature-selection feature-extraction neural-networks autoencoder image-classification pruning convolutional-neural-networks quantization hyperspectral-image-classification hyperspectral-imaging neural-network-compression band-selection intel-distiller hsi-toolbox

Updated Feb 16, 2020
Jupyter Notebook

daniel-rychlewski / cnn-planesnet

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Compressed CNNs for airplane classification in satellite images (APoZ-based parameter pruning, INT8 weight quantization)

python deep-learning neural-network tensorflow keras classification image-classification pruning convolutional-neural-networks satellite-imagery quantization epoch kaggle-dataset model-compression tensorflow-gpu planes batch-size tflite neural-network-compression int8-inference

Updated Jun 10, 2020
Python

ChanganVR / learning-to-learn-sparsity

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Use a meta-network to learn the importance and correlation of neural network weights

sparsity binarization meta-network neural-network-compression

Updated Mar 23, 2019
Python

kumarak93 / LinearConv

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Code for our paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction."

correlation deep-learning redundancy neural-network-compression

Updated Feb 23, 2020
Python

espn-neurips2020 / ESPN

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ESPN: Extreme Sparse Pruned Network

neural-network-compression unstructured-pruning

Updated Jun 11, 2020
Python

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