• AUDIO DIFFUSION

• Beyond SurfaceStatistics: Scene Representations in a Latent Diffusion Model

  • Stable Diffusion secretly learns 3D geometry, even without any depth data

MULTIDIMENSION

• parent: domain

• Score-based Diffusion Models in Function Spacefunction diffusion (maybe audio)

  • Diffusion GenerativeModels in InfiniteDimensions

• Manifold DiffusionFields (from texture context)

BRAIN

• Seeing throughthe Brain: Image Reconstruction of Visual Perception from Human Brain Signals

  • stimuli reconstruction by reconstructing the observed images

NETWORK DIFFUSION

• NeuralNetwork Diffusion

  • utilizing an autoencoder to extracts latent representations of a subset of the network parameters

  • then trained to synthesize these

  • improved performance over trained networks