Chains utilize a series of condition nodes—text, quantity, layout, skeleton, and 3D mesh—each undergoing an independent diffusion process. This enables high-quality human generation and advanced scene layout management in diffusion models.
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Nov 3, 2024 · We introduce a novel approach, Chains, which enhances initial text prompts into detailed human conditions using a step-by-step process. Chains ...
Mar 28, 2023 · Unconditional image diffusion models are also improving but lag behind, as do diffusion models which are conditioned on lower-dimensional ...
Nov 3, 2024 · We introduce a novel approach, Chains, which enhances initial text prompts into detailed human conditions using a step-by-step process. Chains ...
Aug 24, 2024 · It can generate high-quality videos with chain of off-the-shelf diffusion model experts, each expert responsible for a decoupled subtask. During ...
Recent text-to-image diffusion generative models. (DGMs) have exhibited stunning sample quality [17] to the point that they are now being used to create art [13] ...
A diffusion model models data as generated by a diffusion process, whereby a new datum performs a random walk with drift through the space of all possible data.
May 20, 2024 · Diffusion models have transformed generative modelling and outperformed GANs and VAEs in terms of image quality and diversity.
May 12, 2022 · Diffusion Models are generative models, meaning that they are used to generate data similar to the data on which they are trained.
Oct 14, 2024 · The paper proposes a framework for long video generation by ensembling multiple diffusion models. Video generation is decomposed into spatial and temporal parts ...