3 papers
cs.CV2026
Native3D: End-to-End 3D Scene Generation via Unified Mesh-Texture Modeling and Semantic Alignment
Yibo Liu, Ziwei Zhang, Haozhou Pang +3
This paper presents Native3D, the first end-to-end 3D scene generation framework that completely bypasses 2D intermediate representations. Traditional approaches typically require…
cs.CV2025
Tora: Trajectory-oriented Diffusion Transformer for Video Generation
Zhenghao Zhang, Junchao Liao, Menghao Li +5
Recent advancements in Diffusion Transformer (DiT) have demonstrated remarkable proficiency in producing high-quality video content. Nonetheless, the potential of transformer-based…
cs.GR2025
TransVDM: Motion-Constrained Video Diffusion Model for Transparent Video Synthesis
Menghao Li, Zhenghao Zhang, Junchao Liao +2
Recent developments in Video Diffusion Models (VDMs) have demonstrated remarkable capability to generate high-quality video content. Nonetheless, the potential of VDMs for creating…