concept-bottleneck-models
There are 8 repositories under concept-bottleneck-models topic.
yewsiang/ConceptBottleneck
Concept Bottleneck Models, ICML 2020
neuroexplicit-saar/Discover-then-Name
Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.
i6092467/semi-supervised-multiview-cbm
Concept bottleneck models for multiview data with incomplete concept sets
ashhass/Concept-BottleNeck-Model-Papers
Papers on CBMs with short descriptions of paper's content
AIML-MED/AdaCBM
[MICCAI 2024] AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
CristianoPatricio/CBVLM
Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification".
RomanWest/XAI-I---Closing-the-Accuracy-Gap-Between-Self-Explanatory-AI-and-Black-Box-CNNs
This project poses a new methodology for assessing and improving sequential concept bottleneck models (CBMs). The research undertaken in this project builds upon the model proposed by Grange et al., of which I was one of the co-authors.
Skyyyy0920/SSCBM
Semi-supervised Concept Bottleneck Models (SSCBM)