Ilker Yildirim
Assistant Professor
Research & Publications
Biography
News
Coauthors
Selected Publications
- Temporal Segmentation and “Look Ahead” Simulation: Physical Events Structure Visual Perception of Intuitive PhysicsYates T, Yasuda S, Yildirim I. Temporal Segmentation and “Look Ahead” Simulation: Physical Events Structure Visual Perception of Intuitive Physics. Journal Of Experimental Psychology Human Perception & Performance 2024 PMID: 38900527, DOI: 10.1037/xhp0001218.
- Images with harder-to-reconstruct visual representations leave stronger memory tracesLin Q, Li Z, Lafferty J, Yildirim I. Images with harder-to-reconstruct visual representations leave stronger memory traces. Nature Human Behaviour 2024, 1-12. PMID: 38740989, DOI: 10.1038/s41562-024-01870-3.
- Three-Dimensional Reconstruction Pre-Training as a Prior to Improve Robustness to Adversarial Attacks and Spurious CorrelationYamada Y, Zhang F, Kluger Y, Yildirim I. Three-Dimensional Reconstruction Pre-Training as a Prior to Improve Robustness to Adversarial Attacks and Spurious Correlation. Entropy 2024, 26: 258. PMID: 38539769, PMCID: PMC10968904, DOI: 10.3390/e26030258.
- From task structures to world models: what do LLMs know?Yildirim I, Paul L. From task structures to world models: what do LLMs know? Trends In Cognitive Sciences 2024, 28: 404-415. PMID: 38443199, DOI: 10.1016/j.tics.2024.02.008.
- Perception of 3D shape integrates intuitive physics and analysis-by-synthesisYildirim I, Siegel M, Soltani A, Ray Chaudhuri S, Tenenbaum J. Perception of 3D shape integrates intuitive physics and analysis-by-synthesis. Nature Human Behaviour 2023, 8: 320-335. PMID: 37996497, DOI: 10.1038/s41562-023-01759-7.