edwardjhu

Edward Hu's starred repositories

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Language:PythonMIT1008700

maximal update parametrization (µP)

Language:Jupyter NotebookMIT131100

Using Low-rank adaptation to quickly fine-tune diffusion models.

Language:Jupyter NotebookApache-2.0689000

GFlowNet library

Language:Jupyter NotebookNOASSERTION20700

Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"

Language:Jupyter Notebook9200

Single-shot CNN object detection with RetinaNet in PyTorch.

Language:Python100

Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"

Language:Python1300

Implementations of several fast approximate algorithms for geometric optimal transport (OT)

Language:C++MIT11700

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

Language:Jupyter NotebookMIT9600

Randomized Smoothing of All Shapes and Sizes (ICML 2020).

Language:Jupyter Notebook5000

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

Language:PythonMIT22100

GPU accelerated image/volume processing in Python

Language:PythonBSD-3-Clause10700

Pytorch implementation of Adversarially Robust Distillation (ARD)

Language:PythonMIT5700