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
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER
Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D Saravanos, Evangelos Theodorou
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
Curriculum Vitae
My full CV is available for download (PDF format). Last updated: October 2024
Open CV