AngusG/tensorflow-xnor-bnn
BinaryNets in TensorFlow with XNOR GEMM op
UoG MLRG
BinaryNets in TensorFlow with XNOR GEMM op
personal blog
Tic-Tac-Toe with two players or vs. reinforcement learning AI
Source for paper "Attacking Binarized Neural Networks"
Application for ground-truthing semantic segmentation datasets in PyQt4/OpenCV.
Source code for reproducing "Predicting Dreissenid Mussel Abundance using Deep Learning" by Galloway et al..
Code for "Bounding generalization error with input compression: An empirical study with infinite-width networks"
Android Studio UVC Webcam
Code for ResNet-Fixup experiments as part of "Batch Norm is a Cause of Adversarial Vulnerability" presented at http://deep-phenomena.org/
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Master source code repo for "Batch Normalization is a Cause of Adversarial Vulnerability"
NMT Fixup vs Layer norm robustness
Reproduces Figure 1 of Chechik et al., 2005
Jupyter Notebooks introducing some classic image processing functionality in numpy, skimage, and scipy for industrial "small data" problems where deep learning is less well suited.
Attention over nodes in Graph Neural Networks using PyTorch (accepted to NeurIPS 2019)
Tensorflow implementation of "Learning Deconvolution Network for Semantic Segmentation"
Neural Network Toolbox on TensorFlow
A challenge to explore adversarial robustness of neural networks on CIFAR10.
Scalogram on ARM Cortex-M4F for temporal localization of 50-60kHz frequencies.
Python toolbox to create adversarial examples that fool neural networks
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Phased LSTM
Portable reference implementation of the UAVCAN protocol stack in C++ for embedded systems and Linux.
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
Deep FCN Models for Semantic Segmentation of Aquatic Invasive Species in TensorFlow 1.x
Jekyll StellarEnhanced theme
VSCP (Very Simple Control Protocol) IoT/m2m framework