Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
☆90May 20, 2024Updated last year
Alternatives and similar repositories for post-hoc-cbm
Users that are interested in post-hoc-cbm are comparing it to the libraries listed below
Sorting:
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆133Mar 31, 2024Updated last year
- Code for [Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models.☆12Nov 27, 2024Updated last year
- ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆22May 1, 2025Updated 10 months ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years 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 last month
- (ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation☆44Nov 17, 2025Updated 3 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆106May 28, 2024Updated last year
- 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
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Aug 14, 2023Updated 2 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 2 years ago
- Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022☆75Jul 15, 2022Updated 3 years ago
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆12Sep 11, 2025Updated 5 months ago
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆29Jun 5, 2025Updated 9 months ago
- Concept-based generative models☆13Dec 13, 2024Updated last year
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆83Apr 8, 2025Updated 11 months ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆62Nov 6, 2023Updated 2 years ago
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆27Sep 16, 2025Updated 5 months ago
- CME: Concept-based Model Extraction☆12Nov 24, 2020Updated 5 years ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆58Nov 3, 2024Updated last year
- ☆28Feb 19, 2024Updated 2 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆43Oct 27, 2023Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆26May 15, 2022Updated 3 years ago
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Aug 22, 2023Updated 2 years ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 years ago
- ☆16Sep 19, 2024Updated last year
- Invertible Concept-based Explanation (ICE)☆19Oct 29, 2025Updated 4 months ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Apr 19, 2023Updated 2 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 5 months ago
- ☆21Apr 10, 2023Updated 2 years ago
- ☆29Mar 1, 2024Updated 2 years ago
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆31Feb 5, 2026Updated last month
- Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets☆12May 25, 2023Updated 2 years ago
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆10Apr 29, 2023Updated 2 years ago
- Official implementation of CytoSAE: Interpretable Cell Embeddings for Hematology☆22Jul 17, 2025Updated 7 months ago
- REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR☆14Dec 11, 2024Updated last year
- Towards Automatic Concept-based Explanations☆162May 1, 2024Updated last year
- ☆45Jun 2, 2025Updated 9 months ago
- The official implementation of the paper **Learning Concise and Descriptive Attributes for Visual Recognition**☆49Dec 14, 2023Updated 2 years ago
- ☆27Jan 25, 2024Updated 2 years ago