COMP6248-Reproducability-Challenge / Reproduction-of-Probabilistic-binary-neural-networksLinks
Reproduction of Probabilistic binary neural networks
☆10Updated 6 years ago
Alternatives and similar repositories for Reproduction-of-Probabilistic-binary-neural-networks
Users that are interested in Reproduction-of-Probabilistic-binary-neural-networks are comparing it to the libraries listed below
Sorting:
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆74Updated 5 years ago
- ☆52Updated 6 years ago
- Proximal Mean-field for Neural Network Quantization☆22Updated 5 years ago
- Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule☆39Updated 3 years ago
- Implementation of BinaryConnect on Pytorch☆39Updated 4 years ago
- Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?☆31Updated 5 years ago
- Ternary Weights and Activations☆24Updated 6 years ago
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Updated 6 years ago
- Reducing the size of convolutional neural networks☆112Updated 7 years ago
- Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing …☆52Updated 3 years ago
- TBNv2: Convolutional Neural Network With Ternary Inputs and Binary Weights☆17Updated 5 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆29Updated 6 years ago
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Updated 3 years ago
- The collection of training tricks of binarized neural networks.☆72Updated 4 years ago
- Bi-Real-Net Model in Pytorch https://arxiv.org/abs/1808.00278 + pre-trained fp model weights☆17Updated 5 years ago
- Ternay-Weights-Network/Pytorch☆38Updated 7 years ago
- BNNs (XNOR, BNN and DoReFa) implementation for PyTorch 1.0+☆41Updated 2 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆31Updated last year
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- An implementation of a BinaryConnect network for cifar10☆11Updated 5 years ago
- This is a collection of works on neural networks and neural accelerators.☆40Updated 6 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆56Updated 7 years ago
- Pruning methods for pytorch with an optimizer-like interface☆15Updated 5 years ago
- Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.☆115Updated 5 years ago
- Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage…☆74Updated 4 years ago
- Pytorch Implementation using Binary Weighs and activation.Accuracies are comparable .☆44Updated 5 years ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆33Updated 4 years ago
- Reproduction of "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization" for the Reproducibility challenge@NeurIPS…☆11Updated 5 years ago
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆85Updated 6 years ago
- Reproduction of WAGE in PyTorch.☆44Updated 6 years ago