Starred repositories
Outpainting with Stable Diffusion on an infinite canvas
Implementation of "Binary Graph Convolutional Network", CVPR 2021, and TPAMI 2024.
The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)
A Transformer Based VAE Architecture for De Novo Molecular Design
upscaler shader development using mpv shader hooks
A Keras code on Binary Neural Networks
Glsl shading strategy for parallel stochastic computing of a Neural-Network like http://nxxcxx.github.io/Neural-Network/
Tricks for Accelerating (encrypted) Prediction As a Service
BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch
System Verilog code describing a fully combinational binarized neural network.
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
Binary neural networks developed by Huawei Noah's Ark Lab
[CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang
PyTorch implementation of binary neural networks
PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
Binary Neural Network Framework for FPGA(Differentiable LUT)
BinaryNets in TensorFlow with XNOR GEMM op
Matlab implementation of Binary Neural Networks
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.