2 papers
cs.LG2026
Mean Velocity Matching: Rethinking Generative Dynamics in Diffusion Models
Yunhong Zhang, Changjie Cao, Zhihua Zhang +4
This work studies prediction parameterization for stochastic generative dynamics in diffusion models. Existing velocity-based generative models provide the simplicity of learning a…
cs.CV2026
A Generalized Deep Non-negative Matrix Factorization Approach for SAR Automatic Target Recognition
Yunhong Zhang, Changjie Cao, Zhongli Zhou +4
The deep nonnegative matrix factorization (DNMF) technique is proposed to address the low interpretability of deep learning-based methods in extracting multilayer features from syn…