Ali Younis

PhD, until 2025, now Senior Computer Vision and Machine Learning Engineer at OpenSpace.ai

Advised by Erik Sudderth

Personal homepage

Publications

End-to-end Differentiable Learning of Particle Belief Propagation Algorithms

Ali Younis

PhD Thesis, University of California, Irvine, 2025.

Abstract PDF
Learning to be Smooth: An End-to-End Differentiable Particle Smoother

Ali Younis, Erik B. Sudderth

NeurIPS, 2024.

Abstract PDF NeurIPS arXiv
Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes

Ali Younis, Erik B. Sudderth

NeurIPS, 2023.

Abstract PDF NeurIPS arXiv