Preprints:

Niklas Müller, H. Steven Scholte, Iris I. A. Groen (submitted) Image-grounded encoding models reveal distinct temporal profiles of naturalistic object and scene processing in the human brain. [pdf] [doi]

Yifan Luo, Niklas Müller, H. Steven Scholte (under review) Learning to see like a child: Why viewpoint diversity if fundamental for human-aligned object recognition. [pdf] [doi]

Peer reviewed:

2026

Niklas Müller, H. Steven Scholte, Iris I. A. Groen (2026) Spatial sampling of deep neural network features improves encoding models of foveal and peripheral visual processing in humans. [pdf] [doi]

Niklas Müller, Cees G. M. Snoek, H. Steven Scholte, Iris I. A. Groen (2026) Developmentally-inspired object zoom-in yields human like shape-bias in DNNs. [pdf] [doi]

2024

Niklas Müller, H. Steven Scholte, Iris I. A. Groen (2024) Enriching ConvNets with pre-cortical processing enhances alignment with human brain responses. ICLR 2024 Workshop on Representational Alignment [pdf] [doi]