guillaumejs2403

TIME

Text-to-Image Models for Counterfactual Explanations: a black-box approach Official Code. WACV 2024

ProtoPNet

This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).

deit

Official DeiT repository

faiss

A library for efficient similarity search and clustering of dense vectors.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

OCTET

PNG

ACE

This repository contains the official code for the CVPR 2023 paper ``Adversarial Counterfactual Visual Explanations''

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

snip-dedup

DiME

Official Code for the ACCV 2022 paper Diffusion Models for Counterfactual Explanations

AdvSeverity

Official Respository of the paper A Hierarchical Assessment of Adversarial Severity (Best Paper Award at ICCV2021 Workshop AROW)

TTE

Official implementation of "Enhancing Adversarial Robustness via Test-time Transformation Ensembling", Workshop paper at ICCV '21. Available at https://openaccess.thecvf.com/content/ICCV2021W/AROW/papers/Perez_Enhancing_Adversarial_Robustness_via_Test-Time_Transformation_Ensembling_ICCVW_2021_paper.pdf.