Found 51 repositories(showing 30)
cfchen-duke
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).
jdonnelly36
The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes".
This is a list of awesome prototype-based papers for explainable artificial intelligence.
zju-vipa
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
cwangrun
[ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification
abonte
Implementation of Concept-level Debugging of Part-Prototype Networks
Programmergg
Repo for Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts (TIP2026)
Tianyu-yang-anna
...
DanielF29
Repository with some codes to train and test ProtoPNets (Thanks to the autors of ProtoPNet)
aaron-jx-li
No description available
DanielF29
ProtoPNet with ICNN Loss
aaron-jx-li
No description available
ai-med
Our work aims to integrate interpretability of neural networks and self-supervised learning on unlabelled datasets.
Tymec
Bird species classification website
pooriya-jamie
This repository contains code adapted from the ProtoPNet project (https://github.com/cfchen-duke/ProtoPNet) for the classification of medical images. The primary dataset used for this adaptation is the MedMNIST dataset (https://medmnist.com/), specifically focusing on the PneumoniaMNIST subset.
Luoluopista
The code of MAML-ProtoPNet in Preliminary Study on Adapting ProtoPNet to Few-Shot Learning using MAML
Xushu-Wang
A Multimodal version of ProtoPNet: interpretable Image Recognition network
Sivakumar-Navaneeth
A sample model of the protopnet
kostkr
ProtoPNet-Feedback-Collector
joshestein
Re-implementation of ProtoPNet
THECHARRAN
No description available
gianlucarloni
No description available
fmlini251
No description available
CasperBrun
No description available
AnetaKaczynska
No description available
magnusgp
No description available
CrispyChillies
No description available
Rune-Nedergaard
No description available
kirjeo
No description available
ge96lip
No description available