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Author

Amir Mallak

Observed name: Mallak, Amir
Institution: University of Haifa
Observed institution: University of Haifa
ORCID: 0009-0001-1628-0380
Observed ORCID: 0009-0001-1628-0380
OpenAlex ID: A5123243100
Select Less, Drive Better: Efficient and Generalizable E2E Autonomous Driving With Foundation Models via Stochastic Patch Selection
2026 · Amir Mallak, Erfan Aasi, et al. · IEEE Robotics and Automation Letters
Robustness Is a Function, Not a Number: A Factorized Comprehensive Study of OOD Robustness in Vision-Based Driving
2026 · Amir Mallak, Alaa Maalouf · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
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Kernel Reboot: Breaking the Boundaries of Neural Tangent Kernels for Neural Fields
2026 · Amir Mallak, Alaa Maalouf, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence
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See Less, Drive Better: Generalizable End-to-End Autonomous Driving via Foundation Models Stochastic Patch Selection
2026 · Mallak, Amir, Aasi, Erfan, et al. · arXiv (Cornell University)
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Works count: 4
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