DingKe / BinaryNet
Binarized Dense and Conv2D layers for Keras
☆17Updated 7 years ago
Alternatives and similar repositories for BinaryNet:
Users that are interested in BinaryNet are comparing it to the libraries listed below
- Implementation for Trained Ternary Network.☆108Updated 8 years ago
- ☆62Updated 7 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 7 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆156Updated 7 years ago
- Low-rank convolutional neural networks☆96Updated 8 years ago
- An experimental compression pipeline for TensorFlow.☆27Updated 9 years ago
- ☆57Updated 6 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Updated 7 years ago
- A tutorial on 'Soft weight-sharing for Neural Network compression' published at ICLR2017☆145Updated 8 years ago
- Caffe Implementation for Incremental network quantization☆191Updated 6 years ago
- ☆33Updated 8 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆76Updated 7 years ago
- Quantize weights and activations in Recurrent Neural Networks.☆94Updated 6 years ago
- ☆23Updated 8 years ago
- Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee☆59Updated 6 years ago
- BNN implementation in tensorflow☆166Updated 6 years ago
- Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)☆74Updated 4 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 3 years ago
- Theano implementation of XNOR-Net☆23Updated 7 years ago
- ☆38Updated 8 years ago
- A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).☆206Updated 6 years ago
- Binary Weight Network and XNOR Network.☆63Updated 8 years ago
- ☆30Updated 8 years ago
- PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)☆124Updated 6 years ago
- Reducing the size of convolutional neural networks☆114Updated 7 years ago
- DSD model zoo. Better accuracy models from DSD training on Imagenet with same model architecture☆113Updated 6 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 3 years ago
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆146Updated 6 years ago
- Training deep neural networks with low precision multiplications☆63Updated 9 years ago