channel-pruning
Here are 27 public repositories matching this topic...
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
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Sep 12, 2024 - Python
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
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May 2, 2024 - Python
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
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Nov 22, 2023 - Python
deep learning model compression with pruning
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Jul 18, 2023 - Python
对人像抠图模型MODNet进行滤波器级别的剪枝,结合自适应与固定比例策略。
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Jun 13, 2023 - Python
Compact image style transfer with channel and xor losses
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Jun 13, 2023 - Jupyter Notebook
Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"
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May 19, 2023 - Python
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
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Feb 21, 2023 - Python
Official PyTorch implementation of "Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning" (Asian Conference on Computer Vision 2022)
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Nov 5, 2022 - Python
在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)
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Sep 26, 2022 - Python
[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks
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Oct 10, 2021 - Python
[ICCV 2017] Learning Efficient Convolutional Networks through Network Slimming
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Oct 9, 2021 - Python
Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"
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Aug 24, 2021 - Python
This repo shows some code about the pruning strategy in the paper "A Channel-level Pruning Strategy for Convolutional Neural Networks". https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
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Jun 11, 2021 - Jupyter Notebook
Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.
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Jan 8, 2021 - Python
Network Slimming (Pytorch) (ICCV 2017)
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Nov 6, 2020 - Python
A PyTorch Implementation of Feature Boosting and Suppression
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Sep 14, 2020 - Python
An implementation of Channel Pruning on face recognition algorithm Sphereface.
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Apr 5, 2020 - Python
Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
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Feb 21, 2020 - Jupyter Notebook
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