Scaling diffusion mamba with bidirectional ssms for efficient image and video generation

S Mo, Y Tian - arxiv preprint arxiv:2405.15881, 2024 - arxiv.org
In recent developments, the Mamba architecture, known for its selective state space
approach, has shown potential in the efficient modeling of long sequences. However, its …

X-Ray: A Sequential 3D Representation For Generation

T Hu, W Ge, Y Zhao, GH Lee - Advances in Neural …, 2025 - proceedings.neurips.cc
We introduce X-Ray, a novel 3D sequential representation inspired by the penetrability of x-
ray scans. X-Ray transforms a 3D object into a series of surface frames at different layers …

Efficient 3d shape generation via diffusion mamba with bidirectional ssms

S Mo - arxiv preprint arxiv:2406.05038, 2024 - arxiv.org
Recent advancements in sequence modeling have led to the development of the Mamba
architecture, noted for its selective state space approach, offering a promising avenue for …