2 papers
cs.LG2026
From Score Learning to Discretized Sampling: An End-to-End Generalization Analysis of Diffusion Models
Jinshu Huang, Yiming Jiang, Chunlin Wu
Despite the empirical success of score-based diffusion models, a complete theoretical understanding of how finite-sample learning, network parameterization, and numerical discretiz…
cs.CV2026
FA-LAM: Focus-Aware Large Avatar Model for One-Shot 4D Animatable Gaussian Head
Yingdong Hu, Yisheng He, Yiming Jiang +3
We propose FA-LAM, a Focus-Aware Large Avatar Model for one-shot animatable Gaussian head creation, while simultaneously enabling static 3D and dynamic 4D full-head recovery. The c…