Stars
Research code release for the Nightshade project from University of Chicago
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
LPIPS metric. pip install lpips
An open source implementation of CLIP.
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
Code for paper: "Spinning Language Models: Risks of Propaganda-as-a-Service and Countermeasures"
A latent text-to-image diffusion model
min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch
This is a summary of easily available datasets for generalized DALLE-pytorch training.
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
Code for identifying natural backdoors in existing image datasets.
Code Implementation for Traceback of Data Poisoning Attacks in Neural Networks
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (https://arxiv.org/abs/2002.10509).
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
FFCV: Fast Forward Computer Vision (and other ML workloads!)
A simple tool for visually comparing two PDF files
A curated list of backdoor learning resources
Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering
🍰 Python library for managing VirtualBox remotely using it's SOAP API
LIEF - Library to Instrument Executable Formats (C++, Python, Rust)
Cuckoo Sandbox is an automated dynamic malware analysis system