AngusG/bn-advex-zhang-fixup

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Created about 5 years ago
Updated almost 5 years ago

AngusG/bn-advex-zhang-fixup

AngusG

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Code for ResNet-Fixup experiments as part of "Batch Norm is a Cause of Adversarial Vulnerability" presented at http://deep-phenomena.org/

tensorflow-xnor-bnn

BinaryNets in TensorFlow with XNOR GEMM op

cleverhans-attacking-bnns

Source for paper "Attacking Binarized Neural Networks"

truth-and-crop

Application for ground-truthing semantic segmentation datasets in PyQt4/OpenCV.

ffcv

Android Studio UVC Webcam

deep-learning-dreissenid

Source code for reproducing "Predicting Dreissenid Mussel Abundance using Deep Learning" by Galloway et al..

Jupyter Notebook

tictactoe-ncurses-reinforcement-learning

Tic-Tac-Toe with two players or vs. reinforcement learning AI

tflite-android-black-box-attacks

machine-vision-image-processing

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.

Jupyter Notebook

batch-norm-vulnerability

Master source code repo for "Batch Normalization is a Cause of Adversarial Vulnerability"

bn-advex-zhang-fixup-fairseq

NMT Fixup vs Layer norm robustness

arm-m4f-cwt-mexh

Scalogram on ARM Cortex-M4F for temporal localization of 50-60kHz frequencies.

MQX_Lab

K60N512 MQX Project

input-compression-bound-study

Code for "Bounding generalization error with input compression: An empirical study with infinite-width networks"