Forkert, Nils

5 publications

TMLR 2026 MACAW: A Causal Generative Model for Medical Imaging Vibujithan Vigneshwaran, Erik Yuiti Ohara, Matthias Wilms, Nils Forkert

MIDL 2025 Evaluating Shortcut Utilization in Deep Learning Disease Classification Through Counterfactual Analysis Vibujithan Vigneshwaran, Emma A.M. Stanley, Raissa Souza, Erik Ohara, Matthias Wilms, Nils Forkert

NeurIPSW 2023 Degradation and Plasticity in Convolutional Neural Networks: An Investigation of Internal Representations Jasmine A Moore, Vibujithan Vigneshwaran, Matthias Wilms, Nils Forkert

NeurIPSW 2022 Adding Neuroplasticity to a CNN-Based In-Silico Model of Neurodegeneration Jasmine A Moore, Matthias Wilms, Kayson Fakhar, Fatemeh Hadaeghi, Claus C Hilgetag, Nils Forkert

NeurIPSW 2021 In Silico Modelling of Neurodegeneration Using Deep Convolutional Neural Networks Jasmine A Moore, Anup Tuladhar, Zahinoor Ismail, Nils Forkert