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PatClArC: Using Pattern Concept Activation Vectors for Noise-Robust Model Debugging


Feb 07, 2022
Frederik Pahde, Leander Weber, Christopher J. Anders, Wojciech Samek, Sebastian Lapuschkin


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Multimodal Prototypical Networks for Few-shot Learning


Nov 17, 2020
Frederik Pahde, Mihai Puscas, Tassilo Klein, Moin Nabi

* To appear at WACV 2021 

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Low-Shot Learning from Imaginary 3D Model


Jan 04, 2019
Frederik Pahde, Mihai Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi

* To appear at WACV 2019. arXiv admin note: text overlap with arXiv:1811.09192 

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Self Paced Adversarial Training for Multimodal Few-shot Learning


Nov 22, 2018
Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi

* To appear at WACV 2019 

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Cross-modal Hallucination for Few-shot Fine-grained Recognition


Jun 14, 2018
Frederik Pahde, Patrick Jähnichen, Tassilo Klein, Moin Nabi

* CVPR 2018 Workshop on Fine-Grained Visual Categorization 

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