Publications
| Colin, J., Goetschalckx, L., Fel, T., Boutin, V., Gopal, J., & Serre, T. (2024). Local vs distributed representations: What is the right basis for interpretability? Preprint |
| arXiv paper |
| 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 |
| Fel, T.*, Boissin, T.*, Boutin, V.*, Picard, A., Novello, P., Colin, J., Linsley, D., Rousseau, T., Cadene, R., Goetschalckx, L., Gardes, L., & Serre, T. (2023). Unlocking feature visualization for deeper networks with magnitude constrained optimization? NeurIPS |
| arXiv paper |
| 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, 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 |