6 papers
An attempt to generate new bridge types from latent space of denoising diffusion Implicit model
Hongjun Zhang
Use denoising diffusion implicit model for bridge-type innovation. The process of adding noise and denoising to an image can be likened to the process of a corpse rotting and a det…
An attempt to generate new bridge types from latent space of energy-based model
Hongjun Zhang
Use energy-based model for bridge-type innovation. The loss function is explained by the game theory, the logic is clear and the formula is simple and clear. Thus avoid the use of…
An attempt to generate new bridge types from latent space of generative flow
Hongjun Zhang
Through examples of coordinate and probability transformation between different distributions, the basic principle of normalizing flow is introduced in a simple and concise manner.…
An attempt to generate new bridge types from latent space of PixelCNN
Hongjun Zhang
Try to generate new bridge types using generative artificial intelligence technology. Using symmetric structured image dataset of three-span beam bridge, arch bridge, cable-stayed…
An attempt to generate new bridge types from latent space of generative adversarial network
Hongjun Zhang
Try to generate new bridge types using generative artificial intelligence technology. Symmetric structured image dataset of three-span beam bridge, arch bridge, cable-stayed bridge…
An attempt to generate new bridge types from latent space of variational autoencoder
Hongjun Zhang
Try to generate new bridge types using generative artificial intelligence technology. The grayscale images of the bridge facade with the change of component width was rendered by 3…