ElisaNguyen

llama3

The official Meta Llama 3 GitHub site

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

great_expectations

Always know what to expect from your data.

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

make-real

Draw a ui and make it real

captum

Model interpretability and understanding for PyTorch

awesome-tips

SafeEyes

Protect your eyes from eye strain using this simple and beautiful, yet extensible break reminder

awesome-fairness-papers

Papers on fairness in NLP

uncertain_ground_truth

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).

wsolevaluation

Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)

Dataset_Quantization

[ICCV2023] Dataset Quantization

reassessed-imagenet

Labels and other data for the paper "Are we done with ImageNet?"

Data-Provenance-Collection

kronfluence

Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature

logix

AI Logging for Interpretability and Explainability🔬

skerch

Sketched matrix decompositions for PyTorch

DataInf

DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)

infembed

Find the samples, in the test data, on which your (generative) model makes mistakes.

D-TRAK

Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)

datamodels

TeenyTinyCastle

Educational tools for AI Ethics and Safety research 🛠️🔬

indie-label

End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior

simple-data-attribution

A simple and efficient baseline for data attribution

vet

realistic_knowledge_conflicts

Code for the paper "Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts"

infembed

gecobench

NLP Benchmark for XAI methods

DataInf

retimgtools

Web-based tools for retinal image annotation and evaluation.