Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"
☆19Aug 14, 2023Updated 2 years ago
Alternatives and similar repositories for prob-cbm
Users that are interested in prob-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 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations☆23May 1, 2025Updated last year
- A Pytorch implementation of "Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare To…☆10Apr 20, 2022Updated 4 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years ago
- ☆18Sep 19, 2024Updated last year
- Code for the ICLR'24 paper "Self-supervised Representation Learning From Random Data Projectors☆16Mar 16, 2024Updated 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.
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆141Apr 7, 2026Updated last month
- 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
- Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)☆10Mar 14, 2023Updated 3 years ago
- Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", IEEE ISBI 2024 (Oral).☆14Jun 5, 2024Updated last year
- Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease …☆25Nov 21, 2024Updated last year
- ☆17Jul 25, 2021Updated 4 years ago
- Concept Bottleneck Models, ICML 2020☆254Feb 24, 2023Updated 3 years ago
- A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data☆16Apr 17, 2025Updated last year
- ☆28Feb 19, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Benchmarking and Analyzing Generative Data for Visual Recognition☆26Jul 25, 2023Updated 2 years ago
- PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)☆67Dec 28, 2020Updated 5 years ago
- Author's Implementation for CVPR 2020 'Neural Implicit Embedding for Point Cloud Analyisis'☆18Jul 1, 2020Updated 5 years ago
- Concept-based generative models☆12Dec 13, 2024Updated last year
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 8 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆107May 28, 2024Updated last year
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆14Sep 12, 2024Updated last year
- [IEEE TMI 2024] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images☆48Dec 8, 2025Updated 5 months ago
- ☆31Jun 18, 2025Updated 11 months 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.
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆36Jun 17, 2025Updated 11 months ago
- [CVPR2022 Oral] The official code for "TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognit…☆18Aug 1, 2022Updated 3 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆16Dec 2, 2023Updated 2 years ago
- Official repository for ACCV 2020 paper 'Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance'☆19Jun 24, 2021Updated 4 years ago
- (ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation☆45Nov 17, 2025Updated 6 months ago
- GBDT结合LR的二分类模型,封装成了一个类。scikit-learn风格,可以fit和predict。有run_demo☆11Sep 5, 2019Updated 6 years ago
- Weekly reading group on Graph Representation Learning at Mila☆19Mar 10, 2020Updated 6 years ago
- Implementation of various generative models☆14Oct 1, 2018Updated 7 years ago
- This is the project page for paper `CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective`, in CVPR2…☆13Mar 19, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Code of Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers (AAAI 2024)☆20Oct 27, 2024Updated last year
- HexaGAN: Generative Adversarial Nets for Real World Classification (ICML 2019)☆21Aug 26, 2021Updated 4 years ago
- Pytorch implementation of DeepLab V3+☆13Apr 13, 2019Updated 7 years ago
- [ICLR'23] New Insights for the Stability-Plasticity Dilemma in Online Continual Learning☆20Feb 14, 2023Updated 3 years ago
- reproduction of the CVPR'21 paper Distilling Knowledge via Knowledge Review for the ML Reproducibility Challenge 2021☆11Apr 16, 2022Updated 4 years ago
- https://arxiv.org/pdf/1806.03589v2.pdf☆11Mar 24, 2021Updated 5 years ago
- [NeurIPS 2024] Official PyTorch implementation of LoTLIP: Improving Language-Image Pre-training for Long Text Understanding☆50Jan 14, 2025Updated last year