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130 search results found

Adverserial_attack ⭐ 12

Different Adversarial attack methods implemented in PyTorch on CIFAR-10 Dataset

Ml Image Denoising ⭐ 12

Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder

Good_ml_blogs ⭐ 11

Listing worthy Machine Learning blogs

Repository for the paper "An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs"

Mixture of Generative Adversarial Networks for Clustering

From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks

DCGAN for everyone

In Depth Ml ⭐ 9

In depth machine learning resources

Targeted Adversarial Perturbations Monocular Depth ⭐ 9

PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)

Adversarial Gene Expression ⭐ 8

Adversarial generation of gene expression data using Generative Adversarial Networks

Replicated Results of Generative Adversarial Networks Papers

Meta Adversarial Training ⭐ 8

Tensorflow implementation of Meta Adversarial Training for Adversarial Patch Attacks on Tiny ImageNet.

Iclr 2020 ⭐ 8

Selections from ICLR 2020

Model Zoo ⭐ 8

Examples of Generative Adversarial Networks built using torchgan

Linear Region Attack ⭐ 8

A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturbations without doing gradient descent

Papernotes ⭐ 8

📝 Papers I read and notes/reviews I made. Also useful links to courses (RL/NLP/Bio/QC/DevOps)

Shadow semi-supervised consistency regularization PyTorch library

Activation Attack Pytorch ⭐ 8

CVPR 2019 Paper——Feature Space Perturbations Yield More Transferable Adversarial Examples re-implementation.

Pytorch Gnn Meta Attack ⭐ 8

Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.

Stochastic_seismic_waveform_inversion ⭐ 8

Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"

Synthetic Data For Finance ⭐ 8

Material for QuantUniversity talk on Sythetic Data Generation for Finance.

Open-set Recognition with Adversarial Autoencoders

Image Super Resolution using Generative Adversarial Networks

Adversarial.jl ⭐ 7

Adversarial attacks for Neural Networks written with FluxML

pîrebok - a guided adversarial fuzzer

Adversarial Skill Networks ⭐ 7

[ICRA 2020] Implementation of Adversarial Skill Networks for learning reusable and composable skills from unlabeled videos.

Cloudsat Gan ⭐ 6

Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network

Hardening Deep Neural Networks Via Adversarial Model Cascades ⭐ 6

Official code repository for our publication 'Hardening Deep Neural Networks via Adversarial Model Cascades'

Applying Population Based Training on Generative Adversarial Networks.

Machine Learning For Computer Vision ⭐ 6

ML Stuff [Updating]

Hitcon 2017 Adversarial Ml ⭐ 6

Talk in HITCON Pacific 2017 - Adversarial Machine Learning and Countermeasures (with ch0upi)

Quick Data Science Experiments 2018 ⭐ 6

Quick-Data-Science-Experiments

Patch Augmentation ⭐ 5

Code for the implemenation of the Patch Augmentation technique

Mathematics / Machine Learning group

Conditional Specgan Tensorflow ⭐ 5

Text-to-Speech Synthesis by Generating Spectrograms using Generative Adversarial Network

Awesome Colorization ⭐ 5

A curated list of colorization resources

Adversarial_robustness_zsl ⭐ 5

[ECCV 2020 AROW Workshop] A Deep Dive into Adversarial Robustness in Zero-Shot Learning

Adv Examples Fun ⭐ 5

Try to generate adversarial images in your browser for fun and profit.

Implementation of GANs research paper.

Black Box Adversarial Reprogramming ⭐ 5

Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)

Pixel Discretization ⭐ 5

Pixel discretization defense against adversarial attacks

The Art Of Deep Learning ⭐ 5

Deep learning resources: articles, tutorials, ...

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