Publications of Martin N. Hebart

Singer, J. J. D., Karapetian, A., Hebart, M. N., & Cichy, R. M. (2023, August 18). The link between visual representations and behavior in human scene perception. BioRxiv. doi:10.1101/2023.08.17.553708

Schmidt, F., Hebart, M. N., Schmid, A. andra C., & Fleming, R. W. (2022, December 2). Core dimensions of human material perception. PsyArXiv. doi:10.31234/osf.io/jz8ks

Dima, D. C., Hebart, M. N., & Isik, L. (2022, September 23). A data-driven investigation of human action representations. BioRxiv. doi:10.1101/2022.09.22.509054

Stoinski, L. M., Perkuhn, J., & Hebart, M. N. (2022, July 20). THINGS+: New norms and metadata for the THINGS database of 1,854 object concepts and 26,107 natural object images. PsyArXiv. doi:10.31234/osf.io/exu9f

Muttenthaler, L., Zheng, C. Y., McClure, P., Vandermeulen, R. A., Hebart, M. N., & Pereira, F. (2022, May 30). VICE: Variational Interpretable Concept Embeddings. ArXiv. doi:10.48550/arXiv.2205.00756

Kramer, M. A., Hebart, M. N., Baker, C. I., & Bainbridge, W. A. (2022, April 30). The features underlying the memorability of objects. BioRxiv. doi:10.1101/2022.04.29.490104

Josephs, E. L., Hebart, M. N., & Konkle, T. (2021, December 3). Emergent dimensions underlying human understanding of the reachable world. PsyArXiv. doi:10.31234/osf.io/u7twb

Hebart, M. N., Dickter, A. H., Kidder, A., Kwok, W. Y., Corriveau, A., Van Wicklin, C., & Baker, C. I. (2019, August 16). THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images. BioRxiv. doi:10.1101/545954

Zheng, C. Y., Pereira, F., Baker, C. I., & Hebart, M. N. (2019, January 9). Revealing interpretable object representations from human behavior. ArXiv. Retrieved from http://hdl.handle.net/21.11116/0000-0005-3920-7

Bankson, B. B., Hebart, M. N., Groen, I. I. A., & Baker, C. I. (2018, April 9). The temporal evolution of conceptual object representations revealed through models of behavior, semantics and deep neural networks. BioRxiv. doi:10.1101/223990

Hebart, M. N., & Baker, C. I. (2017, July 2). Deconstructing multivariate decoding for the study of brain function. BioRxiv. doi:10.1101/158493

Görgen, K., Hebart, M. N., Allefeld , C., & Haynes, J.-D. (2017, March 20). The same analysis approach: Practical protection against the pitfalls of novel neuroimaging analysis methods. ArXiv. Retrieved from http://hdl.handle.net/21.11116/0000-0005-20DB-0