Dr. Katharina Barbara Dobs
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ORCID: https://orcid.org/0000-0001-6619-5590 Researcher ID: U-9620-2019 |
Awards
- 2024 Heinz Maier-Leibnitz-Preis
German Research Foundation
Projects as principal investigator
1 of 2
- Heinz Maier-Leibnitz-Preis - Heinz Maier-Leibnitz-Preis
05/06/2025 - 04/06/2028
German Research Foundation (DFG) - Angewandte Informatik mit dem Schwerpunkt Kognitive Systeme
01/01/2025 - 31/12/2030
Hessian Ministry of Higher Education, Research, Science and the Arts (HMWK) - DEEPFUNC - Using deep neural networks to understand functional specialization in the human visual cortex
01/01/2024 - 31/12/2028
European Research Council (ERC) - SFB/TRR 135/3 TP C09* - Cardinal mechanisms of perception: Prediction, Valuation, Categorization. Factors shaping categorical face processing
01/07/2022 - 30/06/2025
German Research Foundation (DFG) - SFB/TRR 135/3 S* - Cardinal mechanisms of perception: Prediction, Valuation, Categorization - Subproject: Deep learning: unleashing the potential
01/01/2022 - 31/12/2025
German Research Foundation (DFG)
Projects as co-investigator or project member
- SFB/TRR 135/3 - Cardinal mechanisms of perception: prediction, evaluation, categorisation
01/04/2022 - 30/03/2026
German Research Foundation (DFG) - SFB/TRR 135/2 - Cardinal mechanisms of perception: prediction, evaluation, categorisation
01/04/2018 - 30/03/2022
German Research Foundation (DFG) - SFB/TRR 135/1 - Cardinal mechanisms of perception: prediction, evaluation, categorisation
01/04/2014 - 30/03/2018
German Research Foundation (DFG)
Publications
1 of 3
- Artificial intelligence meets body sense: task-driven neural networks reveal computational principles of the proprioceptive pathway (2024)
- Signal Transduction and Targeted Therapy
Journal article - Efficient Inverse Graphics with Differentiable Generative Models Explains Trial-level Face Discriminations and Robustness of Face Perception to Unusual Viewing Angles (2024)
- Journal of Vision
Meeting Abstract - Idiosyncratic facial motions: Uncovering identity information in facial movements through a landmark-based analysis (2024)
- Journal of Vision
Meeting Abstract - Models of vision need some action (2024)
- PsyArXiv
E-paper - Using CNNs to understand how bottom-up and top-down processes shape human face detection (2024)
Tasliyurt-Celebi, S; de Haas, B; Võ, MLH; et al.
Conference poster - Behavioral signatures of face perception emerge in deep neural networks optimized for face recognition (2023)
- Proceedings of the National Academy of Sciences
Journal article - Behavioral signatures of face perception emerge in deep neural networks optimized for face recognition (2023)
- BioRxiv
E-paper - CNNs reveal the computational implausibility of the expertise hypothesis (2023)
- iScience
Journal article - Deep neural networks optimized for both face detection and face discrimination most accurately predict face-selective neurons in macaque inferior temporal cortex (2023)
Kar, K; Kanwisher, N; Dobs, K
Conference poster - Scene Previews Facilitate Face Detection Behavior (2023)
- Journal of Vision
Meeting Abstract - Using artificial neural networks to ask ?why? questions of minds and brains (2023)
- Trends in Neurosciences
Journal article - Using deep neural networks to test possible origins of human face perception (2023)
- Journal of Vision
Meeting Abstract - Brain-like functional specialization emerges spontaneously in deep neural networks (2022)
- Science Advances
Journal article - CNNs Reveal the Computational Implausibility of the Expertise Hypothesis (2022)
- Perception
Conference poster - What makes humans detect a face? (2022)
- Perception
Conference poster
