[ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data
☆137Apr 7, 2026Updated last week
Alternatives and similar repositories for Label-free-CBM
Users that are interested in Label-free-CBM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆63Nov 6, 2023Updated 2 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆92May 20, 2024Updated last year
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆31Jun 5, 2025Updated 10 months ago
- Concept Bottleneck Models, ICML 2020☆251Feb 24, 2023Updated 3 years ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Aug 14, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆74Apr 5, 2026Updated last week
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆22May 1, 2025Updated 11 months ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆58Nov 3, 2024Updated last year
- Code for [Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models.☆13Nov 27, 2024Updated last year
- Sparse Linear Concept Embeddings☆132Mar 27, 2025Updated last year
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆20Mar 9, 2026Updated last month
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆15Jun 11, 2020Updated 5 years ago
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆32Feb 5, 2026Updated 2 months ago
- A curated list of papers & resources linked to concept learning☆12Aug 9, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- (ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation☆44Nov 17, 2025Updated 4 months ago
- ☆28Feb 19, 2024Updated 2 years ago
- IPO: Interpretable Prompt Optimization for Vision-Language Models(NeurIPS 2024)☆15Mar 4, 2025Updated last year
- Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)☆19Dec 15, 2023Updated 2 years ago
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆12Apr 8, 2026Updated last week
- MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks (ICML 2023)☆11Aug 15, 2023Updated 2 years ago
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆16Apr 17, 2025Updated last year
- [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…☆25Aug 2, 2025Updated 8 months ago
- The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**☆49Dec 14, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch Explain: Interpretable Deep Learning in Python.☆171May 16, 2024Updated last year
- Official implementation of "Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic r…☆25Mar 22, 2026Updated 3 weeks ago
- This is the official repository for the paper titled "Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a M…☆16Apr 29, 2025Updated 11 months ago
- ☆175Dec 29, 2023Updated 2 years ago
- ☆18Mar 9, 2023Updated 3 years ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆31Oct 15, 2024Updated last year
- Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution categ…☆24Feb 26, 2022Updated 4 years ago
- Official Implementation of "Fine-Tuning is Fine, if Calibrated.", NeurIPS 2024☆21Apr 25, 2025Updated 11 months ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Jun 8, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease …☆25Nov 21, 2024Updated last year
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆86Apr 8, 2025Updated last year
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆12Mar 13, 2025Updated last year