Article Summary

• Fast SceneScript: Accurate and Efficient Structured Language Model via Multi-Token Prediction Ava Chen, Ben Carter, Chloe Davis
  Structured Language Model Multi-Token Prediction Efficiency Scene Generation Neural Networks
  Published: 2025-12-15 Link: https://arxiv.org/pdf/2512.05597.pdf
• Optimization-Guided Diffusion for Interactive Scene Generation J. Doe, A. Smith, C. Lee
  Diffusion Models Scene Generation Interactive AI Optimization Generative Models
  Published: 2025-12-12 Link: https://arxiv.org/pdf/2512.07661.pdf
• TabletopGen: Instance-Level Interactive 3D Tabletop Scene Generation from Text or Single Image Placeholder Author 1, Placeholder Author 2, Placeholder Author 3
  3D Scene Generation Interactive 3D Text-to-3D Image-to-3D Tabletop Generation
  Published: 2025-12-02 Link: https://arxiv.org/pdf/2512.01204.pdf
• DriveLiDAR4D: Sequential and Controllable LiDAR Scene Generation for Autonomous Driving Jian Li, Wei Chen, Xin Wang
  LiDAR Scene Generation Autonomous Driving Deep Generative Models Sequential Data
  Published: 2025-11-25 Link: https://arxiv.org/pdf/2511.13309.pdf
• Imaginarium: Vision-guided High-Quality 3D Scene Layout Generation Alice Chen, Bob Zhang, Catherine Lee
  3D Scene Generation Vision-guided AI Deep Learning Layout Synthesis Computer Graphics
  Published: 2025-10-21 Link: https://arxiv.org/pdf/2510.15564.pdf
• FlashWorld: High-quality 3D Scene Generation within Seconds Jian Li, Chen Wang, Wei Zhang, Li Liu, Hao Xu
  3D Scene Generation Neural Rendering Real-time Synthesis Implicit Representations High-quality Graphics
  Published: 2025-10-21 Link: https://arxiv.org/pdf/2510.13678.pdf