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adversarial-attack-on-person-reid-with-deep-mis-ranking

This is a pytorch implementation of the CVPR2020 paper: Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking

adversarial_attacks_and_defense_neurips2022

A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.

adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

ant-design-pro

👨🏻‍💻👩🏻‍💻 Use Ant Design like a Pro!

backdoor-learning-resources

A list of backdoor learning resources

benchmark_results

Visual Tracking Paper List

carla

Open-source simulator for autonomous driving research.

compilergym

A reinforcement learning toolkit for compiler optimizations

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

drn

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

easy-scraping-tutorial

Simple but useful Python web scraping tutorial code.

evademl-zoo

Benchmarking and Visualization Tool for Adversarial Machine Learning

exposure

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

generators-with-stylegan2

Here is a series of face generators based on StyleGAN2

learning

textbook exercises

md-ppt

Markdown to PPT

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

mmdnn_simple_example

MMDNN_simple_example: convert tensorflow model to pytorch model

models

Models and examples built with TensorFlow

neural-image-assessment

A PyTorch Implementation of Neural IMage Assessment

nrp

Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)

patch-wise-iterative-attack

Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.

patchattack

pdftoexcel

This is the companion repository of the article https://tomassetti.me/how-to-convert-a-pdf-to-excel/

pytorch-course

JULYEDU PyTorch Course

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

simulatorattack

The official implementation of CVPR 2021 paper "Simulating Unknown Target Models for Query-Efficient Black-box Attacks"

smoothing

Provable adversarial robustness at ImageNet scale

swin-transformer-semantic-segmentation

This is a fine-tuned version for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

tf_to_pytorch_model

Convert tensorflow model to pytorch model via [MMdnn](https://github.com/microsoft/MMdnn) for adversarial attacks.