[CV] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs O网页链接 提出一种新的无需训练的文本到图像生成/编辑框架RPG,利用多模态LLM的强大推理能力来增强文本到图像扩散模型的组合性。该方法使用MLLM作为全局规划器,将生成复杂图像的过程分解为子区域内的多个简单生成...
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs https://arxiv.org/pdf/2401.11708 我从来不急于画细节,我首先注意一幅画的大体和特征 --- 巴蒂斯特·卡米耶·柯罗 AI 绘画在技法上的高级,和它在语义上的拉胯相映成趣。本文试图通过多模大模型的理解能力来补救...
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang,Zhaochen Yu,Chenlin Meng,Minkai Xu,Stefano Ermon,Bin Cui Peking University, Stanford University, Pika Labs Introduction Overview of our RPG ...
MotionCtrl: the first to control 3D camera motion and 2D object motion in video generation TC4D: compositional text-to-4D scene generation with 3D trajectory conditions Tora: control 2D motions in trajectory-oriented diffusion transformer for video generation SynCamMaster: multi-camera synchronized vid...
Empowering machines to own the capability of writing texts as human beings has been a long-standing goal in the community. The task is challenging due to the complexity of human handwriting behaviors when writing long text lines or articles, especially for some writing systems (e.g., Chinese)...
The pro package comes with a detailed tutorial and a complete Xcode project, showing you how to build a Mac app with the text-to-image functionality using Stable Diffusion. The pro package also provides 4 extra Xcode projects including RSS App Template (UIKit), Subscription App Template (UIKi...
Some of the top qualities and skills of great mastering engineers are as follows: they've had extensive education in the art, they are passionate about music, they have great hearing, they're able to adapt to new technology, they have the ability to bring out the emotions in music, and ...
etc. There are things for everyone.Other attraction is that it adapts to emerging concepts like diffusion models and integration with huggingface leveraging off-the-shelf pretrained models. Further, it provides practical guidance on deploying models to production, including on mobile devices.Overall, M...
Text is not the only generative models around, either. You have likely heard of, and used, image generation models such as DALL-E, Stable Diffusion, and Midjourney. They, too, rely on well-crafted prompts in order to perform useful generation. ...
to prompt language models and get exactly what you are looking for. This series covers prompt engineering for a wide range of generative models, including ChatGPT and other text-to-text models. Also explores text-to-image models like Stable Diffusion or Midjourney, and delves into additional as...