Analytical Theory of Diffusion Models
Invited talk at the Houston Computational Neuroscience Journal Club
Theoretical Foundations of Diffusion Models
Neuronal Tuning Landscape on Generative Image Manifolds
From Closed-Loop Vision to Creative Machines: Generative Models as Tools and Theories of Neural Representation and Creativity
Mechanistic Interpretability and Application to Visual Neuroscience
Diffusion Models and Solvable Analytical Cases
Model-free and Model-based Methods to Control and Interpret Neural Representation