Publications

Trustworthy Image Super-Resolution via Generative Pseudoinverse
Andreas Floros, Seyed-Mohsen Moosavi-Dezfooli, Pier Luigi Dragotti
ICLR Workshop on Deep Generative Models in Machine Learning: Theory, Principle and Efficacy, 2025

Tracing the Roots: Leveraging Temporal Dynamics in Diffusion Trajectories for Origin Attribution
Andreas Floros, Seyed-Mohsen Moosavi-Dezfooli, Pier Luigi Dragotti
arXiv preprint, 2024

INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems
Di You, Andreas Floros, Pier Luigi Dragotti
IEEE 25th International Workshop on Multimedia Signal Processing (MMSP), 2023, Best Paper Award

Beyond Wavelets: Wavelet-Inspired Invertible Neural Networks for Image Modelling and Approximation
Andreas Floros
Master’s Thesis, Imperial College London, 2022