Ilker Yildirim

Projects

Computational Principles of Macaque Face Processing System
Towards a Unified Framework for Intuitive Physics

CBMM Publications

B. Peters, DiCarlo, J. J., Gureckis, T., Haefner, R., Isik, L., Tenenbaum, J., Konkle, T., Naselaris, T., Stachenfeld, K., Tavares, Z., Tsao, D., Yildirim, I., and Kriegeskorte, N., “How does the primate brain combine generative and discriminative computations in vision?”, arXiv, 2024.
I. Yildirim, Belledonne, M., Freiwald, W. A., and Tenenbaum, J. B., “Efficient inverse graphics in biological face processing”, Science Advances, vol. 6, no. 10, p. eaax5979, 2020.
I. Yildirim, Wu, J., Kanwisher, N., and Tenenbaum, J. B., “An integrative computational architecture for object-driven cortex”, Current Opinion in Neurobiology, vol. 55, pp. 73 - 81, 2019.
T. D. Ullman, Kosoy, E., Yildirim, I., Soltani, A. Arsalan, Siegel, M., Tenenbaum, J. B., and Spelke, E. S., “Draping an Elephant: Uncovering Children's Reasoning About Cloth-Covered Objects”, Cognitive Science Society. Montreal, Canada, 2019.
I. Yildirim, Freiwald, W. A., and J., T., “Efficient inverse graphics in biological face processing”, bioRxiv. 2018.
I. Yildirim and Janner, M., “Causal and compositional generative models in online perception”, in 39th Annual Conference of the Cognitive Science Society, London, UK, 2017.
I. Yildirim, Janner, M., Belledonne, M., Wallraven, C., Freiwald, W. A., and Tenenbaum, J. B., “Causal and compositional generative models in online perception”, 39th Annual Meeting of the Cognitive Science Society - COGSCI 2017. London, UK, 2017.
I. Yildirim, Gerstenberg, T., Saeed, B., Toussant, M., and Tenenbaum, J. B., “Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints”, Proceedings of the 39th Annual Conference of the Cognitive Science Society. 2017.
M. Janner, Wu, J., Kulkarni, T., Yildirim, I., and Tenenbaum, J. B., “Self-supervised intrinsic image decomposition.”, in Annual Conference on Neural Information Processing Systems (NIPS), Long Beach, CA, 2017.
K. Allen, Yildirim, I., and Tenenbaum, J. B., “Integrating Identification and Perception: A case study of familiar and unfamiliar face processing”, in Proceedings of the Thirty-Eight Annual Conference of the Cognitive Science Society, 2016.
J. Wu, Yildirim, I., Lim, J. J., Freeman, W. T., and Tenenbaum, J. B., “Galileo: Perceiving physical object properties by integrating a physics engine with deep learning.”, in NIPS 2015, Montréal, Canada, 2015.
I. Yildirim, Kulkarni, T., Freiwald, W. A., and Tenenbaum, J. B., “Efficient and robust analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations”, in Annual Conference of the Cognitive Science Society, 2015.
I. Yildirim, Siegel, M., and Tenenbaum, J. B., “Perceiving Fully Occluded Objects with Physical Simulation”, in Cognitive Science Conference (CogSci), Pasadena, CA, 2015.
I. Yildirim, Kulkarni, T., Freiwald, W. A., and Tenenbaum, J. B., “Explaining Monkey Face Patch System as Efficient Analysis-by-Synthesis”. 2014.