[ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data
☆135Mar 31, 2024Updated last year
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:
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years ago
- [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…☆30Jun 5, 2025Updated 9 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆106May 28, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Concept Bottleneck Models, ICML 2020☆245Feb 24, 2023Updated 3 years ago
- Official implementation for "Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning"☆12Jun 20, 2025Updated 9 months ago
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆73Jan 26, 2026Updated 2 months ago
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆22May 1, 2025Updated 10 months ago
- Code for [Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models.☆13Nov 27, 2024Updated last year
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆20Mar 9, 2026Updated 2 weeks ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆14Jun 11, 2020Updated 5 years ago
- [CVPR 2025] Official implementation of the paper "Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottle…☆18Jun 29, 2025Updated 8 months ago
- A curated list of papers & resources linked to concept learning☆12Aug 9, 2023Updated 2 years 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.
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated 10 months ago
- ☆28Feb 19, 2024Updated 2 years ago
- 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?"☆12Sep 11, 2025Updated 6 months ago
- 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☆15Apr 17, 2025Updated 11 months ago
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆23Nov 8, 2023Updated 2 years ago
- [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…☆25Aug 2, 2025Updated 7 months ago
- The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**☆49Dec 14, 2023Updated 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.
- Minimal, standalone library for solving GLMs in PyTorch☆27Nov 18, 2021Updated 4 years ago
- Official implementation of "Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic r…☆25Jun 12, 2025Updated 9 months ago
- 👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)☆72Jul 20, 2023Updated 2 years ago
- Concept-based generative models☆13Dec 13, 2024Updated last year
- This is the official repository for the paper titled "Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a M…☆16Apr 29, 2025Updated 10 months ago
- ☆175Dec 29, 2023Updated 2 years ago
- ☆18Mar 9, 2023Updated 3 years ago
- 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
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆30Oct 15, 2024Updated last year
- 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.
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Sep 12, 2024Updated last year
- Official Implementation of "Fine-Tuning is Fine, if Calibrated.", NeurIPS 2024☆21Apr 25, 2025Updated 11 months ago
- Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease …☆25Nov 21, 2024Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Jun 8, 2023Updated 2 years ago
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆85Apr 8, 2025Updated 11 months ago
- ☆41Oct 15, 2025Updated 5 months ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 6 months ago