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adversarial_robustness_pytorch

Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples" & "Fixing Data Augmentation to Improve Adversarial Robustness" in PyTorch

adversarial_solarization

Official implementation of Don't Look into the Sun: Adversarial Solarization Attacks on Image Classifiers

adversarial_training_vs_humans

Official repository for the CVPRW2023 paper "An Extended Study of Human-like Behavior under Adversarial Training".

android-dolphinattack

Bruteforce attack on Android Voice assistants to issue commands like phone calls with a zero permission app. This is an audible variant of the bruteforce attack describe in this publication: https://dl.acm.org/citation.cfm?id=3134052

android-firebase-server

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

biases_vs_generalization

Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".

cifar10-fast

cmotion

cnn-filter-db

A database of over 1.4 billion 3x3 convolution filters extracted from hundreds of diverse CNN models with relevant meta information (CVPR 2022 ORAL)

convnext

Code release for ConvNeXt model

cvpr22w_robustnessthroughthelens

Official repository of our submission "Adversarial Robustness through the Lens of Convolutional Filters" for the CVPR2022 Workshop "The Art of Robustness: Devil and Angel in Adversarial Machine Learning Workshop"

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

diffusion-noise-cls-pytorch

This is an unofficial implementation of the diffusion-style noise frontend in "Intriguing properties of generative classifiers" by Priyank Jaini, Kevin Clark, Robert Geirhos to improve the shape-bias of vision models.

gpu_job_scheduler

hidden-networks

imagebind

ImageBind One Embedding Space to Bind Them All

internimage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

jakob-bachelor-thesis

jmdns

Official home of the jmDNS library

keuper-labs

Keuper Labs website

kornia

Computer Vision and Robotics Library for AI

meal-v2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

medium_eval_is_evil

model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

neurips22w_medical_conv_filters

onnxzoo2filterdb

padding_robustness

Official repository for the ICCVW2023 paper "On the Interplay of Convolutional Padding and Adversarial Robustness".

paper-repo-template

papers-of-robust-ml

Related papers for robust machine learning