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cs.CV2023★ 2 cited
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.CV2018★ 1 cited
Few Shot Learning with Simplex
Bowen Zhang, Xifan Zhang, Fan Cheng +1
Deep learning has made remarkable achievement in many fields. However, learning the parameters of neural networks usually demands a large amount of labeled data. The algorithms of…