Yijun Zhou

Interactive Exploration-Exploitation Balancing for Generative Melody Composition

Recent content creation systems allow users to generate various high-quality content (e.g., images, 3D models, and melodies) by just specifying a parameter set (e.g., a latent vector of a deep generative model). The task here is to search for an appropriate parameter set that produces the desired content. To facilitat…