2 papers
cs.CV2024
Lipschitz Singularities in Diffusion Models
Zhantao Yang, Ruili Feng, Han Zhang +8
Diffusion models, which employ stochastic differential equations to sample images through integrals, have emerged as a dominant class of generative models. However, the rationality…
cs.NI2024
Centralized Network Utility Maximization with Accelerated Gradient Method
Ying Tian, Zhiliang Wang, Xia Yin +3
Network utility maximization (NUM) is a well-studied problem for network traffic management and resource allocation. Because of the inherent decentralization and complexity of netw…