weiwuluxin

ADMM-NeuralNetworks

Training Neural Networks Without Gradients: A ADMM Approach

ADMM-NN

ADMMiRNN

ADMMiRNN: Training RNN with Stable Convergence via An Efficient ADMM Approach

ATMC

[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”

Awesome-Pruning

A curated list of neural network pruning resources.

compress-modern-CNNs

prune deep neutral networks by ADMM method

DCTNet

docker

energy_constrained_compression

Code for paper "ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model"

google-research

Google Research

weiwuluxin/ADMM-NeuralNetworks

Training Neural Networks Without Gradients: A ADMM Approach

weiwuluxin/ADMM-NN

weiwuluxin/ADMMiRNN

ADMMiRNN: Training RNN with Stable Convergence via An Efficient ADMM Approach

weiwuluxin/ATMC

[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”

weiwuluxin/Awesome-Pruning

A curated list of neural network pruning resources.

weiwuluxin/compress-modern-CNNs

prune deep neutral networks by ADMM method

weiwuluxin/DCTNet

weiwuluxin/docker

weiwuluxin/energy_constrained_compression

Code for paper "ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model"

weiwuluxin/google-research

Google Research

weiwuluxin/HSIC-bottleneck

weiwuluxin/LeGR

CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"

weiwuluxin/low-bit-quant-admm

admm for cnn layerwise weight low bit quantization

weiwuluxin/lucyDockerfile

weiwuluxin/Meta-Pseudo-label

weiwuluxin/models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

weiwuluxin/nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

weiwuluxin/Pruning-ADMM

weiwuluxin/Robustness-Aware-Pruning-ADMM

Code release for "Adversarial Robustness vs Model Compression, or Both?"

weiwuluxin/slimmable_networks

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

weiwuluxin/soft-filter-pruning

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

weiwuluxin/xuexi.cn

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