Inclusive Interactive Collisions for Multi-View Consistent Compositional 3D Generation

The article introduces I2C-3D, an optimization-based method aimed at generating multi-view consistent compositional 3D assets that address the challenges of interaction modeling among Gaussian primitives and cross-view inconsistency. Key innovations include the Inclusive Interactive Collisions strategy for physically plausible interactions and a Multi-View Adaptive Score Distillation Sampling technique that enhances multi-view consistency by modulating attention maps across viewpoints. This advancement is significant for practitioners as it allows for the creation of high-fidelity 3D scenes with improved interaction realism and flexibility in 3D editing.