Show & Tell: Phase 56.2 ConceptExplainer — TCAV & Concept-Based XAI

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Show & Tell: Phase 56.2 ConceptExplainer

Implementation Showcase

Share your implementations and experiments with TCAV, Concept Bottleneck Models, automated concept discovery, and semantic concept-based explanations.

Topics

• TCAV concept activation vector training and sensitivity testing
• Concept Bottleneck Model architectures and intervention strategies
• Automated Concept-based Explanations (ACE) clustering results
• Network Dissection for neuron-concept alignment
• Natural language concept explanation generation
• Concept completeness and coherence metrics

Related

• Issue: Phase 56.2: ConceptExplainer — TCAV, Concept Bottleneck & Semantic Explanations #1067
• Planning: Phase 56 Planning: Interpretability & Explainable AI (XAI) #1065