Call for Papers

Submission site: https://mc.manuscriptcentral.com/tpami-cs

The topics of this special issue include, but are not limited to:

• Advances in 3D generative models, such as GANs, VAEs, Autoregressive models, Diffusion models, Normalizing Flow
• Innovations in 3D representations for GenAI, such as point clouds, meshes, voxels, neural fields, Gaussian splatting, multiplane images
• 3D reconstruction from single or sparse views
• Novel view synthesis
• 3D human generation, reconstruction, and animation
• 3D from multi-modality, such as text, audio, etc.
• Multi-view image generation from multi-modality, such as text, audio, etc.
• 4D (dynamic) generation and reconstruction
• 3D scene/object manipulation, such as instruction-based editing, drag-based editing, multi-object interaction, style transfer
• Applications of 3D generative models in fields like virtual/augmented reality, gaming, film production, computer-aided design, Metaverse, robotics, and embodied AI
• Evaluation metrics and benchmarks for 3D generative models
• Efficiency and scalability of 3D generative models
• Robustness and security of 3D generative models