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adversairal-attacks-pytorch

A pytorch implementations of Adversarial attacks and utils

caml_defense

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

convex.jl

A Julia package for disciplined convex programming

convexjulia

Call Convex.jl from R

cs769-assignments

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deepdomainadaptation

Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DANN (domain-adversarial neural network), Deep JDOT (joint distribution optimal transportation)

domainbed

DomainBed is a suite to test domain generalization algorithms

doubledescent-generalization

eval-transductive-robustness

Exploring evaluating the adversarial robustness of transductive-learning based defenses.

hello-world

Test

lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

ps_pytorch

implement distributed machine learning with Pytorch + OpenMPI

pytorch-adversarial-training

PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.

pytorch-dann

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

semisup-adv

shiny-examples

shot

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

signsgd

Code for the signSGD paper

simplified-dsn

Simplified implementation for Domain Seperation Networks

sp

Classes and methods for spatial data

ssda_mme

Semi-supervised Domain Adaptation via Minimax Entropy

trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

transductive-adversarial

ttt_cifar_release

TTT Code Release

wideresnet-pytorch

Wide Residual Networks (WideResNets) in PyTorch

yguooo.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes