Maximilian Dreyer

Venues

Frequent coauthors

Papers

1. Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence
   ICLR 2025 ·

   Frederik Pahde

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2. AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers
   ICML 2024 ·

   Reduan Achtibat

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3. From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space
   AAAI 2024 · Maximilian Dreyer
4. Pruning by Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers
   ECCV 2024 ·

   Sayed Mohammad Vakilzadeh Hatefi

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5. Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression
   CVPR 2024 ·

   Dilyara Bareeva

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6. Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations
   CVPR 2024 · Maximilian Dreyer