[CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.
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Mar 14, 2020 - Python
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binary-neural-networks
Here are 25 public repositories matching this topic...
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
quantization super-resolution image-restoration denoising model-compression bnn binary-neural-networks deblocking
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Oct 13, 2023 - Python
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
binary-neural-networks network-quantization binary-network neurips-2020 network-compression-acceleration neurips2020
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Dec 30, 2022 - Python
This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.
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Mar 1, 2021 - Python
Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.
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Apr 21, 2021 - Python
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
binary-neural-networks contrastive-loss self-supervised-learning efficient-model contrastive-learning distillation-loss
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Aug 18, 2021 - Python
[CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang
batch-normalization binary-neural-networks weight-standardization normalizer-free normalization-free-training adaptive-gradient-clipping
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Dec 30, 2021 - Python
[ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.
benchmark binarization model-compression binary-neural-networks binarized-neural-networks model-quantization icml-2023
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Mar 4, 2024 - Python
PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html
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Feb 18, 2020 - Python
PyTorch implementation of binary neural networks
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Mar 20, 2019 - Python
BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch
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Jun 13, 2024 - Python
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
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Jul 24, 2022 - Python
Pytorch implementation of BiFSMNv2, TNNLS 2023
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Feb 10, 2023 - Python
Binary neural networks developed by Huawei Noah's Ark Lab
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Feb 19, 2021 - Python
Proximal Mean-field for Neural Network Quantization
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Apr 9, 2020 - Python
Pytorch implementation of BiFSMN, IJCAI 2022
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Feb 10, 2023 - Python
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies
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Oct 2, 2022 - Python
Markov Chain Monte Carlo binary network optimization
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Dec 16, 2021 - Python
Examples for BMXNet v2 (https://github.com/hpi-xnor/BMXNet-v2)
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Jul 2, 2020 - Python
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
bnns binarization bnn binary-neural-networks binarized-neural-networks learnable-activation-binarizer
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Oct 27, 2022 - Python
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