Concept Bottleneck Models, ICML 2020
☆247Feb 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☆92May 20, 2024Updated last year
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆135Mar 31, 2024Updated last year
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆74Updated this week
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆106May 28, 2024Updated last year
- ☆28Feb 19, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆53Mar 25, 2022Updated 4 years ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Aug 14, 2023Updated 2 years ago
- Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI☆55Aug 17, 2022Updated 3 years ago
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆22May 1, 2025Updated 10 months ago
- Towards Automatic Concept-based Explanations☆163May 1, 2024Updated last year
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆31Feb 5, 2026Updated last month
- CME: Concept-based Model Extraction☆13Nov 24, 2020Updated 5 years ago
- 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…☆30Jun 5, 2025Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆17Sep 19, 2024Updated last year
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆43Oct 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…☆52Dec 3, 2024Updated last year
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆400May 11, 2022Updated 3 years ago
- Pytorch implementation of Google TCAV☆10Jan 11, 2019Updated 7 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Sep 12, 2024Updated last year
- 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Self-Explaining Neural Networks☆14Jul 22, 2023Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆26May 15, 2022Updated 3 years ago
- [NAACL 2024] Part-based, explainable and editable fine-grained image classifier that allows users to define a species in text☆14Sep 19, 2025Updated 6 months ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- ☆123Mar 15, 2022Updated 4 years ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆63Nov 6, 2023Updated 2 years ago
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆28Sep 16, 2025Updated 6 months ago
- ☆35Jun 22, 2021Updated 4 years ago
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆15Apr 17, 2025Updated 11 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", IEEE CVPRW 2023.☆19Dec 13, 2024Updated last year
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆12Sep 11, 2025Updated 6 months ago
- ☆35Feb 5, 2024Updated 2 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆128Mar 22, 2021Updated 5 years ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆171May 16, 2024Updated last year
- ☆11May 16, 2025Updated 10 months ago