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concept-interventions

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mateoespinosa / cem

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Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embedding Models"

deep-learning concepts pytorch artificial-intelligence neural-networks concept interventions interpretability explainable-ai xai explainability concept-based-explanations concept-based-models concept-interventions
  • Updated Jan 9, 2025
  • Python

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