Frederik Pahde

Venues

Frequent coauthors

Papers

1. Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional DivergenceBibTeX ⧉
   ICLR 2025 · Frederik Pahde,

   Maximilian Dreyer

   ,

   Moritz Weckbecker

   ,

   Leander Weber

   ,

   Christopher J. Anders

   ,

   Thomas Wiegand

   ,

   Wojciech Samek

   ,

   Sebastian Lapuschkin
2. From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent SpaceBibTeX ⧉
   AAAI 2024 ·

   Maximilian Dreyer

   , Frederik Pahde,

   Christopher J. Anders

   ,

   Wojciech Samek

   ,

   Sebastian Lapuschkin
3. Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias SuppressionBibTeX ⧉
   CVPR 2024 ·

   Dilyara Bareeva

   ,

   Maximilian Dreyer

   , Frederik Pahde,

   Wojciech Samek

   ,

   Sebastian Lapuschkin
4. Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form FactorizationBibTeX ⧉
   ECCV 2024 ·

   Rohan Reddy Mekala

   , Frederik Pahde,

   Simon Baur

   ,

   Sneha Chandrashekar

   ,

   Madeline Diep

   ,

   Markus Wenzel

   ,

   Eric L. Wisotzky

   ,

   Galip Ümit Yolcu

   ,

   Sebastian Lapuschkin

   ,

   Jackie Ma

   ,

   Peter Eisert

   ,

   Mikael Lindvall

   ,

   Adam A. Porter

   ,

   Wojciech Samek