Pedro Sandoval's starred repositories
linear_cross_entropy_loss
A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
goldfish-loss
Official implementation of Goldfish Loss: Mitigating Memorization in Generative LLMs
arithmetic
Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (2024)
CLIPInversion
What do we learn from inverting CLIP models?
diffusion_memorization
Official repo for Detecting, Explaining, and Mitigating Memorization in Diffusion Models (ICLR 2024)
Binoculars
Binoculars: Zero-Shot Detection of LLM-Generated Text
simple-data-attribution
A simple and efficient baseline for data attribution
robustness
Corruption and Perturbation Robustness (ICLR 2019)
ImageShortcutSqueezing
Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
Stylized-ImageNet
Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
advertorch
A Toolbox for Adversarial Robustness Research
awesome-computer-vision
A curated list of awesome computer vision resources
ResponsibleAI
A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.
inkscape-figures
Inkscape figure manager
wikigopher
A wrapper around Wikipedia's API for Golang
Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.