Publications

Goetschalckx, L.*, Govindarajan, L. N.*, Ashok, A. K., Ahuja, A., Sheinberg, D. L., & Serre, T. (2023). Computing a human-like reaction time metric from stable recurrent vision models. NeurIPS (Spotlight)
arXiv paper Project page Code
Goetschalckx, L., & Damiano, C. (2023). Understanding memorability through artificial and artist intelligence. Trends in Cognitive Sciences. doi:10.1016/j.tics.2023.08.017
Paper
Goetschalckx, L., Andonian, A., & Wagemans, J. (2021). Generative adversarial networks unlock new methods for cognitive science. Trends in Cognitive Sciences, 25(9), 788-801. doi:10.1016/j.tics.2021.06.006
Paper
Bylinskii, Z., Goetschalckx, L., Newman, A., & Oliva, A. (2021). Memorability: An image-computable measure of information utility. Chapter in Human perception of visual information: Psychological and computational perspectives, Springer.
arXiv paper
Van de Cruys, S., Damiano, C., Boddez, Y., Król, M., Goetschalckx, L., & Wagemans, J. (2021). Visual affects: Linking curiosity, Aha-Erlebnis, and memory through information gain. Cognition, 212, 104698. doi:10.1016/j.cognition.2021.104698
Paper Data Data explorer
Goetschalckx, L., & Wagemans, J. (2019). MemCat: A new category-based image set quantified on memorability. PeerJ, 7:e8169. doi:10.7717/peerj.8169
Paper Data Project page
Goetschalckx*, L., Andonian*, A., Oliva, A., & Isola, P. (2019). GANalyze: Toward visual definitions of cognitive image properties. IEEE International Conference on Computer Vision, 5744-5753.
Paper Code Project page Talk
Goetschalckx, L., Moors, P., Vanmarcke, S., & Wagemans, J. (2019). Get the picture? Goodness of image organization contributes to image memorability. Journal of Cognition, 2(1):22. doi:10.5334/joc.80
Paper Data
Goetschalckx, L., Moors, J., & Wagemans, J. (2019). Incidental image memorability. Memory, 27(9), 1273-1282. doi:10.1080/09658211.2019.1652328
Paper
Goetschalckx, L., Moors, P., & Wagemans, J. (2018). Image memorability across longer time intervals. Memory, 26(5), 581-588. doi:10.1080/09658211.2017.1383435
Paper