Search Results for author: Lukas S. Huber

Found 2 papers, 1 papers with code

Immediate generalisation in humans but a generalisation lag in deep neural networks -- evidence for representational divergence?

no code implementations14 Feb 2024 Lukas S. Huber, Fred W. Mast, Felix A. Wichmann

Recent research has seen many behavioral comparisons between humans and deep neural networks (DNNs) in the domain of image classification.

Image Classification

The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks

1 code implementation20 May 2022 Lukas S. Huber, Robert Geirhos, Felix A. Wichmann

Unlike adults', whose object recognition performance is robust against a wide range of image distortions, DNNs trained on standard ImageNet (1. 3M images) perform poorly on distorted images.

Object Object Recognition +1

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