Muses: Designing, Composing, Generating Nonexistent Fantasy 3D Creatures without Training
Researchers have developed Muses, a novel method for generating 3D fantasy creatures without requiring any training data. This approach utilizes a 3D skeleton to guide the composition and generation of diverse elements, ensuring a coherent structure and appearance. Muses integrates design, composition, and generation into a unified pipeline, starting with a graph-constrained reasoning process to create a well-structured skeleton, followed by a voxel-based assembly within a latent space, and concluding with appearance modeling for style-consistent texturing. The method demonstrates state-of-the-art performance in visual fidelity and alignment with textual descriptions. AI
IMPACT Introduces a training-free method for 3D asset generation, potentially simplifying content creation pipelines.