Frederik Pahde
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
7
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence. | Frederik Pahde, Maximilian Dreyer, Moritz Weckbecker, Leander Weber, Christopher J. Anders, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | AAAI | From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space. | Maximilian Dreyer, Frederik Pahde, Christopher J. Anders, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | CVPR | Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression. | Dilyara Bareeva, Maximilian Dreyer, Frederik Pahde, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | ECCV | Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization. | Rohan Reddy Mekala, Frederik Pahde, Simon Baur, Sneha Chandrashekar, Madeline Diep, Markus Wenzel, Eric L. Wisotzky, Galip mit Yolcu, Sebastian Lapuschkin, Jackie Ma, Peter Eisert, Mikael Lindvall, Adam A. Porter, Wojciech Samek |
| 2023 | CVPR | Optimizing Explanations by Network Canonization and Hyperparameter Search. | Frederik Pahde, Galip mit Yolcu, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin |
| 2023 | MICCAI | Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. | Frederik Pahde, Maximilian Dreyer, Wojciech Samek, Sebastian Lapuschkin |
| 2021 | WACV | Multimodal Prototypical Networks for Few-shot Learning. | Frederik Pahde, Mihai Marian Puscas, Tassilo Klein, Moin Nabi |
| 2019 | WACV | Self-Paced Adversarial Training for Multimodal Few-Shot Learning. | Frederik Pahde, Oleksiy Ostapenko, Patrick Jhnichen, Tassilo Klein, Moin Nabi |
| 2019 | WACV | Low-Shot Learning From Imaginary 3D Model. | Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi |
| 2018 | ICIP | Discriminative Hallucination for Multi-Modal Few-Shot Learning. | Frederik Pahde, Moin Nabi, Tassilo Klein, Patrick Jhnichen |