The workshop will be held in conjunction with IJCNN 2026 on June 21–26 2026 at MECC Maastricht, Netherlands. Generative AI (GenAI) has seen tremendous advances driven by deep learning, evolving from early energy-based and latent variable models to the recent and more expressive frameworks such as score-based, diffusion, and flow-based generative models, among other cutting-edge paradigms. […]