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11 repositories

quantized-cnn
Public
An efficient framework for convolutional neural networks
C++
•99•275•3•0•Updated Aug 30, 2023Aug 30, 2023
Gated-LIF
Public
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster
Python
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MIT License
•8•48•0•0•Updated Feb 18, 2023Feb 18, 2023
DGNet
Public
Dynamic Dual Gating Neural Networks, ICCV 2021
Python
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MIT License
•5•30•0•0•Updated Dec 4, 2022Dec 4, 2022
BlockConv
Public
[TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA
Python
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MIT License
•4•16•2•0•Updated Jul 7, 2022Jul 7, 2022
CNN-Inference-Engine-Quick-View
Public
A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.
cnn inference-engine cnns inference-engines cnn-inference-engine ai-benchmarks speed-benchmarks
18•150•0•0•Updated Jun 13, 2022Jun 13, 2022
EBERT
Public
[ACL 2021 Findings] EBERT: Efficient BERT Inference with Dynamic Structured Pruning
Python
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MIT License
•3•6•2•0•Updated Dec 22, 2021Dec 22, 2021
Training-Tricks-for-Binarized-Neural-Networks
Public
The collection of training tricks of binarized neural networks.
deep-neural-networks bnn binary-neural-networks lightweight-neural-network
BSD 2-Clause "Simplified" License
•12•72•0•0•Updated Apr 2, 2021Apr 2, 2021
K-Nearest-Neighbors-Hashing
Public
Matlab implementation of "K-Nearest Neighbors Hashing" (CVPR2019)
image-retrieval unsupervised-hashing
MATLAB
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BSD 2-Clause "Simplified" License
•3•27•0•0•Updated Jun 15, 2019Jun 15, 2019
OISR-PyTorch
Public
PyTorch implementation of "ODE-inspired Network Design for Single Image Super-Resolution"(CVPR2019)
Python
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BSD 2-Clause "Simplified" License
•31•134•0•0•Updated Jun 15, 2019Jun 15, 2019
Label-free-Network-Compression
Public
Caffe implementation of "Learning Compression from Limited Unlabeled Data" (ECCV2018).
unsupervised-learning model-compression unlabeled-data network-quantization
Python
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BSD 2-Clause "Simplified" License
•2•6•0•0•Updated Feb 26, 2019Feb 26, 2019
Optimal-Ternary-Weights-Approximation
Public
Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).
Cuda
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BSD 2-Clause "Simplified" License
•3•14•0•0•Updated Sep 21, 2018Sep 21, 2018