A Markovian View of Iterative-Feedback Loops in Image Generative Models: Neural Resonance and Model Collapse

Vibhas Kumar Vats, David J. Crandall, Samuel Goree

AI training datasets will inevitably contain AI-generated examples, leading to ``feedback'' in which the output of one model impacts the training of another. It is known that such…