Washington Garcia's starred repositories
pytorch_geometric
Graph Neural Network Library for PyTorch
powerful-gnns
How Powerful are Graph Neural Networks?
disentangling-robustness-generalization
CVPR'19 experiments with (on-manifold) adversarial examples.
Action-Recognition
Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
insightface
implementation of insightface by using Tensorflow
lid_adversarial_subspace_detection
Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
tplink-archer-c2300
Hacking TPLink Archer C2300
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
netdata_nv_plugin
NetData plugin for Nvidia GPU stats
ungoogled-chromium
Google Chromium, sans integration with Google
facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
robust_representations
Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"
pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
convex_adversarial
A method for training neural networks that are provably robust to adversarial attacks.
PLNN-verification
All code for the Piecewise Linear Neural Networks verification: A comparative study paper
MIPVerify.jl
Evaluating Robustness of Neural Networks with Mixed Integer Programming
StegaStamp
Invisible Hyperlinks in Physical Photographs
interval-bound-propagation
This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715
nautilus-typeahead
Patched version of nautilus that retains the type-to-seek (typeahead) functionality that was removed from upstream nautilus.