Nearest Neighbor Normalization (EMNLP 2024)

A toolkit for describing model features and intervening on those features to steer behavior.

Official implementation of MAIA, A Multimodal Automated Interpretability Agent

Refine high-quality datasets and visual AI models

Official implementation of FIND (NeurIPS '23) Function Interpretation Benchmark and Automated Interpretability Agents

The backend for http://latentcompass.com

Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Tempo…

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

Pytorch-based tools for constructing a vocabulary of visual concepts in a GAN.

Python scripts for expanding the Gen Studio project to include other museum APIs. With MIT Quest Bridge