Latent Code Initialization And Interpolation For Image Generation And Morphing

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold.

Unique: Supports both random initialization and GAN inversion, enabling workflows that start from either generated or real images. Implements SLERP interpolation in latent space to create perceptually smooth transitions, with optional path smoothing to avoid artifacts.

vs others: More flexible than fixed random initialization because it supports inversion for real image editing, and SLERP interpolation produces smoother morphs than linear interpolation in pixel space.