通过将语音合成模型与图像合成模型相结合,建立了所谓的“提示工程”(prompt-engineering),即使用精心挑选和组合的句子,在生成的图像中实现一定的视觉风格。本文提出了一种基于检索增强扩散模型(retrievalaugmented diffusion models (RDMs))的替代方法。在RDMs中,在每个训练实例的训练过程中,从外部数据库中检索一组最近的...
通过将语音合成模型与图像合成模型相结合,建立了所谓的“提示工程”(prompt-engineering),即使用精心挑选和组合的句子,在生成的图像中实现一定的视觉风格。本文提出了一种基于检索增强扩散模型(retrievalaugmented diffusion models (RDMs))的替代方法。在RDMs中,在每个训练实例的训练过程中,从外部数据库中检索一组最近的...
Text-Guided Synthesis of Eulerian Cinemagraphs 来自 arXiv.org 喜欢 0 阅读量: 3 作者:A Mahapatra,A Siarohin,HY Lee,S Tulyakov,JY Zhu 摘要: We introduce Text2Cinemagraph, a fully automated method for creating cinemagraphs from text descriptions - an especially challenging task when prompts ...
Text-guided video synthesis has yielded models with an impressive ability to generate complex novel images/videos, exhibiting combinatorial generalization across domains.目前diffusion-based的text to video任务已经达到了以假乱真的效果,因此很自然想到能否基于language的指引,通过diffusion来生成完成目标的视频,从而...
Voicebox can be used for mono or cross-lingual zero-shot text-to-speech synthesis, noise removal, content editing, style conversion, and diverse sample generation. In particular, Voicebox outperforms the state-of-the-art zero-shot TTS model VALL-E on both intelligibility (5.9% vs 1.9% word ...
上传于:2024-11-12 粉丝量:0 Nothing Is All. 下载此文档 LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model 下载积分:199 内容提示: 文档格式:PDF | 页数:25 | 浏览次数:1 | 上传日期:2024-11-12 03:02:21 | 文档星级: 阅读...
In this paper, we propose a layer-collaborative diffusion model, named LayerDiff , specifically designed for text-guided, multi-layered, composable image synthesis. The composable image consists of a background layer, a set of foreground layers, and associated mask layers for each foreground ...
synthesis performance using only image diffusion models, while avoiding the pitfalls of previous distillation-based methods. The text-conditioning offers detailed control and we also do not rely on any ground truth 3D textures for training. This makes our method versatile and applicable to a broad ...
We attempt to accomplish such synthesis: given a source image and a target text description, our model synthesizes images to meet two requirements: 1) being realistic while matching the target text description; 2) maintaining other image features that are irrelevant to the text description. The ...
This is the official implementation for our TGRS 2024 paper "Text-Guided Diverse Image Synthesis for Long-Tailed Remote Sensing Object Classification". - GitHub - XinR-Tang/TGN: This is the official implementation for our TGRS 2024 paper "Text-Guided Di