Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception?

26 May 2023

Papers citing "Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception?"

10 / 10 papers shown

Title
Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization Sheng Long Angelos Chatzimparmpas Emma Alexander Matthew Kay Jessica Hullman 29 0 0 28 Feb 2025
RTify: Aligning Deep Neural Networks with Human Behavioral Decisions Yu-Ang Cheng I. F. Rodriguez Sixuan Chen Kohitij Kar Takeo Watanabe Thomas Serre 33 3 0 06 Nov 2024
How Aligned are Different Alignment Metrics? Jannis Ahlert Thomas Klein Felix Wichmann Robert Geirhos 27 2 0 10 Jul 2024
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 13 114 0 08 Dec 2023
Visual cognition in multimodal large language models Luca M. Schulze Buschoff Elif Akata Matthias Bethge Eric Schulz LRM 49 2 0 27 Nov 2023
Convolutional Neural Networks Rarely Learn Shape for Semantic Segmentation Yixin Zhang Maciej Mazurowski 3DV 3DPC 11 8 0 11 May 2023
Covariance properties under natural image transformations for the generalized Gaussian derivative model for visual receptive fields T. Lindeberg 11 11 0 17 Mar 2023
The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks Lukas Huber Robert Geirhos Felix Wichmann 46 16 0 20 May 2022
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 207 668 0 19 Oct 2020
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex Q. Liao T. Poggio 194 255 0 13 Apr 2016