nickruggeri / CLAP-interpretable-predictionsView external linksLinks
Official codebase for the paper "Provable concept learning for interpretable predictions using variational inference".
☆14Apr 4, 2022Updated 3 years ago
Alternatives and similar repositories for CLAP-interpretable-predictions
Users that are interested in CLAP-interpretable-predictions are comparing it to the libraries listed below
Sorting:
- ☆13Jul 17, 2023Updated 2 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 2 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆15Oct 7, 2022Updated 3 years ago
- Pytorch implementation of VAEs for heterogeneous likelihoods.☆43Nov 13, 2022Updated 3 years ago
- Multi-Calibration & Multi-Accuracy Boosting for R☆33Jul 24, 2025Updated 6 months ago
- [ACM MM 2022] Towards Counterfactual Image Manipulation via CLIP☆38Jul 11, 2022Updated 3 years ago
- Official Pytorch's implementation of RotoGrad☆80Aug 1, 2023Updated 2 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Sep 27, 2023Updated 2 years ago
- [ICCV2025] Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning☆23Nov 13, 2025Updated 3 months ago
- Official implementation of "Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models"☆14Mar 19, 2025Updated 10 months ago
- ☆11Dec 17, 2023Updated 2 years ago
- ☆11Feb 28, 2024Updated last year
- ☆11Dec 22, 2024Updated last year
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Sep 17, 2025Updated 4 months ago
- ☆12May 5, 2023Updated 2 years ago
- Skin3D: Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Textured Meshes☆10Aug 31, 2025Updated 5 months ago
- [MICCAI 2023] Official implementation of our MICCAI 2023 paper "Pick the Best Pre-trained Model: Towards Transferability Estimation for M…☆13Jul 27, 2023Updated 2 years ago
- ☆13Mar 15, 2024Updated last year
- A holistic framework for advancing LLMs as data science agents☆30Feb 3, 2026Updated last week
- [MICCAI‘25 Early Accept] MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment☆15Nov 15, 2025Updated 2 months ago
- CAIPI turns LIMEs into trust!☆12May 30, 2020Updated 5 years ago
- Building deployable wildfire smoke detection models☆10Nov 5, 2020Updated 5 years ago
- Official implementation of the Fréchet Radiomic Distance☆18Feb 3, 2026Updated last week
- Implementation of the spotlight: a method for discovering systematic errors in deep learning models☆11Oct 5, 2021Updated 4 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
- Codes of “Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification”☆11Aug 9, 2022Updated 3 years ago
- Advances in recent large vision language models (LVLMs)☆15Sep 23, 2024Updated last year
- ☆13Aug 14, 2022Updated 3 years ago
- [NeurIPS 2023] "Combating Bilateral Edge Noise for Robust Link Prediction"☆11Nov 3, 2023Updated 2 years ago
- ☆12Jul 8, 2023Updated 2 years ago
- ☆13Mar 5, 2023Updated 2 years ago
- ☆12Oct 2, 2023Updated 2 years ago
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Jul 15, 2020Updated 5 years ago
- ☆11Feb 3, 2026Updated last week
- ☆11Apr 16, 2020Updated 5 years ago
- Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation (ECCV 2024 ORAL)☆15Sep 3, 2024Updated last year
- ☆46Oct 23, 2020Updated 5 years ago
- This code accompanies our paper "A fractal dimension for measures via persistent homology"☆11Jan 15, 2019Updated 7 years ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆15Jan 5, 2026Updated last month