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adversarial_training_vs_weight_decay

Official source code repository for "Adversarial Training Versus Weight Decay" https://arxiv.org/abs/1804.03308

armory

ARMORY Adversarial Robustness Evaluation Test Bed

armory-example

Example external repository for interacting with armory.

bibtex

The files in this repository determine the list of publications that appear on the Vector Institute website.

caffe-segnet-cudnn5

This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.

cnn-moth-detection

confidence_estimation

Learning Confidence for Out-of-Distribution Detection in Neural Networks

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fly_re_identification

generativelego

Code implementation for the paper "Building LEGO Using Deep Generative Models of Graphs"

ggm-metrics

Official repository for the paper "On Evaluation Metrics for Graph Generative Models"

groundtruth_webapp

Our 41X web app.

instance_selection_for_gans

Official code repository for Instance Selection for GANs.

ldg

PyTorch code for "Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions"

methodsecologyevolutionpaperschneider

Animal Re-ID Review Paper Aimed for Methods in Ecology and Evolution

mhmublv

Modeling Human Motion Using Binary Latent Variables

nips18-secml-advex-input-fault

Adversarial Examples as an Input-Fault Tolerance Problem

phdthesis_boris

LaTeX sources of a PhD thesis by Boris Knyazev (University of Guelph)

protax-gpu

GPU-accelerated DNA barcode classification

retina-unet

Retina blood vessel segmentation with a convolutional neural network

schneiderqualifyingexamresearchproposal

siamesenetworksforanimalsimilarity

Paper for Using Siamese Networks for Animal Similarity

tensorboard-pytorch

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

theano-mpi

MPI Parallel framework for training deep learning models built in Theano

theano_alexnet

Theano-based Alexnet

theano_multi_gpu

truth-and-crop

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

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

vlr

Voxel-Wise Logistic Regression for WMH Segmentation in brain MRI