Concept Bottleneck Models, ICML 2020
☆255Feb 24, 2023Updated 3 years ago
Alternatives and similar repositories for ConceptBottleneck
Users that are interested in ConceptBottleneck are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆93May 20, 2024Updated 2 years ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆142Apr 7, 2026Updated 2 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆108May 28, 2024Updated 2 years ago
- [ICML 2023] Official implementation of "A Closer Look at the Intervention Procedure of Concept Bottleneck Models"☆28Feb 19, 2024Updated 2 years ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Aug 14, 2023Updated 2 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.
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆23May 1, 2025Updated last year
- Towards Automatic Concept-based Explanations☆164May 1, 2024Updated 2 years ago
- Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI☆57Aug 17, 2022Updated 3 years ago
- Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)☆10Mar 14, 2023Updated 3 years ago
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆33Feb 5, 2026Updated 4 months ago
- CME: Concept-based Model Extraction☆13Nov 24, 2020Updated 5 years ago
- Code for the TCAV ML interpretability project☆653May 5, 2026Updated last month
- DISSECT: Disentangled Simultaneous Explanations via Concept Traversals☆12Feb 5, 2024Updated 2 years ago
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆33Jun 5, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆18Sep 19, 2024Updated last year
- [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning☆18Aug 2, 2025Updated 10 months ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆44Oct 27, 2023Updated 2 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆54Dec 3, 2024Updated last year
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆416May 11, 2022Updated 4 years ago
- Pytorch implementation of Google TCAV☆10Jan 11, 2019Updated 7 years ago
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆23Nov 8, 2023Updated 2 years ago
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- ☆124Mar 15, 2022Updated 4 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆15Jun 11, 2020Updated 5 years ago
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆30Sep 16, 2025Updated 8 months ago
- ☆35Jun 22, 2021Updated 4 years ago
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆16Apr 17, 2025Updated last year
- Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", IEEE CVPRW 2023.☆18Dec 13, 2024Updated last year
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆12Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆36Feb 5, 2024Updated 2 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 4 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 8 months ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆127Mar 22, 2021Updated 5 years ago
- Code for Sufficient Input Subsets Paper☆14Mar 8, 2019Updated 7 years ago
- Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'☆18Apr 5, 2022Updated 4 years ago
- Example code for the NNGeometry PyTorch library☆10Aug 20, 2025Updated 9 months ago