Hadisalman

AirSim-robustness

gym-gazebo-hadi

Modified version of gym-gazebo. Includes new Gazebo models and new deep RL architectures

ICAPS2017-code

Repository containing the codes that were used in the paper "Multi-agent Ergodic Coverage with Obstacle Avoidance"

robust-verify-benchmark

Benchmark for LP-relaxed robustness verification of ReLU-networks

smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

trajectory-optimized-active-search

Code for the ICRA2018 paper "Trajectory-Optimized Sensing for Active Search of Tissue Abnormalities in Robotic Surgery"

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

photoguard

Raising the Cost of Malicious AI-Powered Image Editing

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

unadversarial

Official repository for our NeurIPS 2021 paper "Unadversarial Examples: Designing Objects for Robust Vision"

Hadisalman/smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

Hadisalman/robust-verify-benchmark

Benchmark for LP-relaxed robustness verification of ReLU-networks

Hadisalman/ICAPS2017-code

Repository containing the codes that were used in the paper "Multi-agent Ergodic Coverage with Obstacle Avoidance"

Hadisalman/trajectory-optimized-active-search

Code for the ICRA2018 paper "Trajectory-Optimized Sensing for Active Search of Tissue Abnormalities in Robotic Surgery"

Hadisalman/gym-gazebo-hadi

Modified version of gym-gazebo. Includes new Gazebo models and new deep RL architectures

Hadisalman/AirSim-robustness

Hadisalman/chainer

A flexible framework of neural networks for deep learning

Hadisalman/chexrobfer

Hadisalman/convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

Hadisalman/EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

Hadisalman/L0Learn

Efficient Algorithms for L0 Regularized Learning

Hadisalman/maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Hadisalman/PSRule

Validate objects using PowerShell rules.

Hadisalman/robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

Hadisalman/Sphinx-RTD-Tutorial

A tutorial on how to use Sphinx

Hadisalman/UE-vulkan-debug

Hadisalman/adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

Hadisalman/Adversarial_Survey

Robustness vs Accuracy Survey on ImageNet

Hadisalman/cifar10_challenge

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

Hadisalman/cleverhans

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

Hadisalman/CLIP_benchmark

CLIP-like model evaluation

Hadisalman/ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

Hadisalman/generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Hadisalman/glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

Hadisalman/MIPVerify.jl

Evaluating Robustness of Neural Networks with Mixed Integer Programming

Hadisalman/NAF

Experiments for the Neural Autoregressive Flows paper

Hadisalman/openpilot

open source driving agent

Hadisalman/pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

Hadisalman/tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Hadisalman/yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite