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adversarial_examples

对抗样本

animeganv2

[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

ccfrank4dblp

Displays the China Computer Federation (CCF) recommended rank of international conferences and journals in the dblp and Google Scholar search results.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

crnn_chinese_characters_rec

(CRNN) Chinese Characters Recognition.

cyclegan-1

Tensorflow implementation of CycleGANs

data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

defense-gan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

double-targeted-uap.pytorch

end-to-end-synthetic-speech-detection

Time-domain synthetic speech detection net (TSSDNet), having the classic ResNet and Inception Net style structures (Res-TSSDNet and Inc-TSSDNet), for end-to-end synthetic speech detection. They achieve the state-of-the-art performance in terms of EER on ASVspoof 2019 challenge and promising generalization capability tested on ASVspoof 2015.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

generative_adversarial_perturbations

Generative Adversarial Perturbations (CVPR 2018)

gentle

gentle forced aligner

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

learning-universal-adversarial-perturbations-with-generative-models

Universal Adversarial Networks

lyrebird

Interoperability for Grasshopper and Revit

mitigating-adversarial-effects-through-randomization

Mitigating Adversarial Effects Through Randomization

nag--network-for-adversary-generation

[CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation

pgd_attack_cifar10

Towards Deep Learning Models Resistant to Adversarial

pgd_attack_mnist

Towards Deep Learning Models Resistant to Adversarial

plotneuralnet

Latex code for making neural networks diagrams

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

pytorch_speaker_verification

PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.

rawnet2-antispoofing

This repository includes the code to reproduce our paper "End-to-end anti-spoofing with RawNet2" (https://arxiv.org/abs/2011.01108) published in ICASSP '21.

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

sincnet

SincNet is a neural architecture for efficiently processing raw audio samples.