mateoespinosa / cemView external linksLinks
Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 paper "Avoiding Leakage Poisoning"
☆73Jan 26, 2026Updated 2 weeks ago
Alternatives and similar repositories for cem
Users that are interested in cem are comparing it to the libraries listed below
Sorting:
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆21May 1, 2025Updated 9 months ago
- Concept Bottleneck Models, ICML 2020☆239Feb 24, 2023Updated 2 years ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Aug 14, 2023Updated 2 years ago
- Concept-based generative models☆13Dec 13, 2024Updated last year
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆89May 20, 2024Updated last year
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Sep 12, 2024Updated last year
- [TMI 2024] Code for "Concept-based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis"☆29Oct 30, 2025Updated 3 months ago
- ☆18Mar 9, 2023Updated 2 years ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆170May 16, 2024Updated last year
- ☆27Feb 19, 2024Updated last year
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆132Mar 31, 2024Updated last year
- A list of papers about concept bottleneck models (CBMs)☆18Nov 12, 2025Updated 3 months ago
- PyC (Pytorch Concepts) is a PyTorch-based library for training concept-based interpretable deep learning models.☆29Feb 6, 2026Updated last week
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 3 years ago
- Visual Concept Connectome☆15Jun 23, 2024Updated last year
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆16Apr 17, 2025Updated 9 months ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆30Oct 15, 2024Updated last year
- Rule Extraction Methods for Interactive eXplainability☆48Jun 6, 2022Updated 3 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆43Oct 27, 2023Updated 2 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Feb 2, 2022Updated 4 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 years ago
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆18Jul 8, 2024Updated last year
- Pytorch implementation of F-CAM. Paper: "F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling".☆15Jan 21, 2023Updated 3 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆105May 28, 2024Updated last year
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆14Jun 11, 2020Updated 5 years ago
- ☆19Jan 17, 2024Updated 2 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆31Jun 17, 2025Updated 7 months ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 4 years ago
- Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"☆16Oct 11, 2023Updated 2 years ago
- Code repository for "The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks"☆18Nov 24, 2023Updated 2 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 2 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆43Jun 2, 2023Updated 2 years ago
- Official MATPAC implementation and trained model's weights☆26Sep 23, 2025Updated 4 months ago
- ☆26Jun 10, 2025Updated 8 months ago
- ☆20Apr 3, 2023Updated 2 years ago
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆20Nov 7, 2024Updated last year
- ☆17Nov 3, 2022Updated 3 years ago