Call for Papers: TPAMI Special Issue on "Generative AI in 3D Vision" Dear Colleagues, We are pleased to announce a Special Issue on "Generative AI in 3D Vision <https://genai3d.github.io/>" in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). This special issue aims to bring together cutting-edge research in the field of 3D generative models and their applications. Topics of interest include but are not limited to: - Advances in 3D generative models, such as GANs, VAEs, Autoregressive models, Diffusion models, Normalizing Flow, etc. - Innovations in 3D representations for GenAI, such as point clouds, meshes, voxels, neural fields, Gaussian splatting, multiplane images, etc. - 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, etc. - Applications of 3D generative models in fields like virtual/augmented reality, gaming, film production, computer-aided design, Metaverse, robotics, and embodied AI - Large-scale 3D datasets - Evaluation metrics and benchmarks for 3D generative models - Efficiency and scalability of 3D generative models - Robustness and security of 3D generative models Important Dates: - Manuscript submission deadline: July 15, 2024 - First review notification: October 15, 2024 - Revised manuscript submission: December 15, 2024 - Final review notification: February 15, 2025 - Final manuscript submission: March 15, 2025 - Publication date: May 15, 2025 For more information, please visit https://genai3d.github.io. We look forward to your submissions! Best regards, Deqing Sun, Xiangyu Xu, Siyu Tang, Angela Dai, Jiajun Wu, Katerina Fragkiadaki, Andrea Tagliasacchi, Christian Theobalt, and Ming-Hsuan Yang -- Ming-Hsuan Yang mhyang@ieee.org, minghsuan.yang@gmail.com