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Bernt Schiele

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• Certified Circuits: Stability Guarantees for Mechanistic Circuits
• CFM: Language-aligned Concept Foundation Model for Vision
• Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
• FaCT: Faithful Concept Traces for Explaining Neural Network Decisions
• AnyUp: Universal Feature Upsampling