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PhD Student @ Georgia Tech

I am a PhD student at Georgia Tech in Autonomous Control Decision System (ACDS) Lab at Georiga Institute of Technology advised by Professor. I focus on incorporating optimality and domain-specific structures into diffusion models, aiming to deepen theoretical insights and create scalable algorithms. Fundamentally, my research interest lies in the intersection of dynamic optimal transport, stochastic optimal control. I contribute mainly in the field of Schrödinger Bridge, i.e. non-linear diffusion models, for applications in generative modeling, unpaired image translation, crowd navigation, and opinion depolarization. Prior to this, I worked on robust architecture-aware neural optimizers.

Selected Publications

Feedback Schrödinger Bridge Matching

Panagiotis Theodoropoulos, Nikolaos Komianos, Vincent Pacelli, Guan-Horng Liu, Evangelos A. Theodorou

Preprint |

A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER

Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D Saravanos, Evangelos Theodorou

Paper |

Evaluation of deep learning approaches for oil & gas pipeline leak detection using wireless sensor networks

Christos Spandonidis, Panagiotis Theodoropoulos, Fotis Giannopoulos, Nektarios Galiatsatos Areti Petsa

Paper |

Curriculum Vitae

My full CV is available for download (PDF format). Last updated: October 2024

Open CV

Recent Updates

Oct 2024
Looking for an internship for Summer 2025
Oct 2024
Paper on semi-supervised Schrodinger Bridge Matching is now on arxiv!
Jan 2024
Paper on Robust Neural ODE optimizer got accepted to ICLR 2024