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Using drawings and deep neural networks to characterize the building blocks of human visual similarity

https://doi.org/10.3758/s13421-024-01580-1

Mukherjee, Kushin; Rogers, Timothy T (May 2024, Memory & Cognition)

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Can deep convolutional networks explain the semantic structure that humans see in photographs?

https://doi.org/10.1167/jov.23.9.5634

Suresh, Siddharth; Mukherjee, Kushin; Rogers, Timothy (August 2023, Journal of Vision)

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SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction

Mukherjee, Kushin; Huey, Holly; Lu, Xuanchen; Vinker, Yael; Aguina-Kang, Rio; Shamir, Ariel; Fan, Judith (December 2023, Advances in Neural Information Processing Systems)
Conceptual structure coheres in human cognition but not in large language models

https://doi.org/10.18653/v1/2023.emnlp-main.47

Suresh, Siddharth; Mukherjee, Kushin; Yu, Xizheng; Huang, Wei-Chun; Padua, Lisa; Rogers, Timothy (January 2023, Association for Computational Linguistics)

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Context Matters: A Theory of Semantic Discriminability for Perceptual Encoding Systems

https://doi.org/10.1109/TVCG.2021.3114780

Mukherjee, Kushin; Yin, Brian; Sherman, Brianne E.; Lessard, Laurent; Schloss, Karen B. (January 2022, IEEE Transactions on Visualization and Computer Graphics)

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