PyC Team·Feb 14, 2025Quantitative metrics in concept interpretabilityConcept-based interpretable deep learning in PyTorch (Chapter 3)
PyC Team·Feb 14, 2025Concept Bottleneck ModelsConcept-based interpretable deep learning in PyTorch (Chapter 2)
PyC Team·Dec 4, 2024The tale of the deep learning model that failed my driving examConcept-based interpretable deep learning in PyTorch (Chapter 1)
PyC Team·Dec 4, 2024Relational Concept Bottleneck Models (meet us at NeurIPS 2024)Graph Neural Networks expressivity + concept-based interpretability
PyC Team·Dec 3, 2024Interpretable Concept-Based Memory Reasoning (meet us at NeurIPS 2024)Accurate, interpretable, verifiable deep learning models