ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
☆43Dec 6, 2022Updated 3 years ago
Alternatives and similar repositories for ProtoPFormer
Users that are interested in ProtoPFormer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a list of awesome prototype-based papers for explainable artificial intelligence.☆43Dec 12, 2022Updated 3 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆54Dec 3, 2024Updated last year
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 years ago
- Official pytorch implementation for CVPR2022 paper "Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training"☆18Apr 11, 2022Updated 4 years ago
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆110Jun 30, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆41Sep 17, 2025Updated last year
- Official PyTorch implementation of paper "Schema Inference for Interpretable Image Classification" (ICLR 2023)☆16Apr 6, 2023Updated 3 years ago
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆30Nov 23, 2022Updated 3 years ago
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆425May 11, 2022Updated 4 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 3 years ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆19Apr 19, 2023Updated 3 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 3 years ago
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 6 years ago
- This code implements ProtoViT, a novel approach that combines Vision Transformers with prototype-based learning to create interpretable i…☆45May 19, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆89Feb 22, 2024Updated 2 years ago
- Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Clas…☆13Oct 21, 2023Updated 3 years ago
- Official PyTorch implementation of improved B-cos models☆61Dec 25, 2025Updated 10 months ago
- ☆41Oct 15, 2025Updated last year
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆45Oct 27, 2023Updated 3 years ago
- ☆10Dec 17, 2024Updated last year
- Code for the paper "Unlocking Slot Attention by Changing Optimal Transport Costs"☆13Sep 19, 2023Updated 3 years ago
- Code for the paper "Model Agnostic Interpretability for Multiple Instance Learning".☆13Jan 28, 2022Updated 4 years ago
- This repository contains code for explaining prototypes learned by ProtoPNet, by quantifying the influence of color hue, shape, texture, …☆17Mar 31, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆21Jul 8, 2024Updated 2 years ago
- Visual Concept Connectome☆15Jun 23, 2024Updated 2 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- Image classification on stanford-car dataset with high accuracy☆17Jun 16, 2019Updated 7 years ago
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆86Apr 5, 2026Updated 7 months ago
- Towards Automatic Concept-based Explanations☆166May 1, 2024Updated 2 years ago
- DeepEverest: a system for efficient DNN interpretation.☆13Jan 22, 2024Updated 2 years ago
- Code for the experiments of the ICML 2021 Interpretability workshop paper "This Looks Like That... Does it? Shortcomings of Latent Space …☆20May 29, 2023Updated 3 years ago
- Database and code of our MICCAI20 paper: "DeepGF: Glaucoma Forecast Using the Sequential Fundus Images"☆22May 18, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- codes for paper "Interpretability-Aware Vision Transformer"☆21Sep 14, 2023Updated 3 years ago
- B-cos Networks: Alignment is All we Need for Interpretability☆119Nov 20, 2023Updated 2 years ago
- This code repository is associated with the paper "A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in D…☆34Feb 18, 2022Updated 4 years ago
- The fundamentals of image analysis using NumPy, SciPy, and Matplotlib☆16Aug 20, 2020Updated 6 years ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆147Apr 7, 2026Updated 7 months ago
- Knowledge Amalgamation Engine☆100Feb 28, 2024Updated 2 years ago
- Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images☆11Jan 11, 2024Updated 2 years ago