Scholar
David S. Hayden
Google Scholar ID: EysbmrUAAAAJ
Cruise
Citations & Impact
Citations
306
H-index
5
i10-index
3
Publications
20
Co-authors
23
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Generative Data Mining with Longtail-Guided Diffusion' accepted at ICML 2025.
- Paper 'DriveGPT: Scaling Autoregressive Behavior Models for Driving' accepted at ICML 2025.
- Paper 'Causal Composition Diffusion Model for Closed-loop Traffic Generation' accepted at CVPR 2025.
- Completed PhD thesis in 2021.
- Paper 'Sequential Bayesian Experimental Design with Variable Cost Structure' published at NeurIPS 2020.
- Paper 'Efficient Data Association and Uncertainty Quantification for Multi-Object Tracking' posted on arXiv in 2020.
- Paper 'Nonparametric Object and Parts Modeling with Lie Group Dynamics' published at CVPR 2020.
- Co-authored paper 'Atypical Behaviour and Connectivity in SHANK3-Mutant Macaques' published in Nature (June 2019).
- Earlier works published in CHI 2014 Workshop, CVPR 2012 Workshop, and ACM Transactions on Intelligent Systems and Technology (2012).
