早期提出的渐进蒸馏是一种比较直觉的扩散模型步数蒸馏方法,其提出的 v-prediction 在后来也有广泛的应用。
首先最好确保你的stablediffusion是最新的即GitHub仓库的最新版本 如果是用git命令安装的 (在stable diffusion文件夹地址栏输入cmd回车 然后在cmd中输入 之后回车git会开始更新同步) stablediffusion会自动和GitHub保持同步 模型与配置文件 (下文下载的模型与配置文件需要一起放在我们平常存放模型的文件夹(stable-diffusion-w...
In this work, interatomic potentials are constructed for calculating the diffusion characteristics in alloys of the V-Cr system. We employed an approach that accurately takes into account the angular dependence of the potential energy of the atomic system. For monoatomic systems V and Cr, we used...
The models werepre-trained on entirely unlabeled data, and asmall amount of labeled data can be used to train a task-specific prediction headon top after pre-training. V-JEPA is anon-generative modelthat learns by predicting missing or masked parts of a video in an abstract representation sp...
视频生成与基于数据生成数据(图像)的任务不同,重点聚焦于了解物体运动和场景动态。因此,视频生成(video generation)任务也被定位于future prediction任务。不过,创建一个动态模型是非常具有挑战性的,因为物体和场景有大量的变化方式。 深度生成模型最近受到了越来越多的关注,这不仅是因为它们提供了一种以无监督方式学习...
In the proposed method, we integrate the fusion problem into the diffusion sampling process by formulating image fusion as a weighted average process and establishing appropriate assumptions about the noise in the diffusion model. To simplify the training process, we propose a multi-task learning ...
A theoretical investigation of diffusion, distribution and thermally activated redistribution of carbon interstitial atoms C about the volume and surface both of crystalline films and massive crystals AB has been carried out. These crystals have bcc lattice and various types of free facets. The de...
The non-pooled output of the text encoder is fed into the UNet backbone of the latent diffusion model via cross-attention. The loss is a reconstruction objective between the noise that was added to the latent and the prediction made by the UNet. ...
过去一两年时间里,多模态(Multimodal)领域涌现了大量基于Next Token Prediction(NTP)的模型,以下简称为MMNTP,这些模型在多模态理解与生成任务上取得了显著的进展。以图片模态举例,有以LLaVA, QwenVL为代表的图片理解模型,也有以Unified-IO系列,Chameleon,VAR为代表的基于离散Token的图片生成模型以及融合NTP和Diffusion架构...
[ICLR 2024] SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction Python926Apache-2.066240UpdatedNov 13, 2024 LattePublic Latte: Latent Diffusion Transformer for Video Generation. Vchitect/Latte’s past year of commit activity ...