#
binarized-neural-networks
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17 public repositories
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This repository contains the python code related to the Master's Thesis. In particular, this code is in charge of setting up the NN and training them, calculating the importance and developing the design procedures for reducing the final logic implementation complexity.
Updated
Aug 31, 2023
Python
A simple deep neural net class written to work with Numpy and Cupy
Updated
Dec 30, 2020
Python
Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel
Updated
Sep 25, 2023
Python
Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.
Updated
Oct 2, 2018
Python
Code implementation of our AAAI'22 paper "Improved Gradient-Based Adversarial Attacks for Quantized Networks"
Updated
May 6, 2022
Python
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
Updated
Oct 27, 2022
Python
An implementation of the Binarized Neural Networks
Updated
Dec 23, 2021
Python
Code implementation of our AISTATS'21 paper "Mirror Descent View for Neural Network Quantization"
Updated
Feb 19, 2021
Python
Neural Property Approximate Quantifier
Updated
Feb 2, 2023
Python
Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.
Updated
Oct 30, 2018
Python
This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.
Updated
Mar 4, 2024
Python
Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"
Updated
Dec 8, 2019
Python
Some recent Quantizing techniques on PyTorch
Updated
Sep 8, 2019
Python
Reference implementations of popular Binarized Neural Networks
Updated
Jun 4, 2024
Python
Tools and libraries to run neural networks in Minecraft ⛏️
Updated
Apr 12, 2023
Python
A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.
Updated
Apr 11, 2024
Python
An Open-Source Library for Training Binarized Neural Networks
Updated
May 24, 2024
Python
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