28、CosmicMan: A Text-to-Image Foundation Model for Humans 提出CosmicMan,一种用于生成高保真人体图像的文本到图像基础模型。与当前困在人体图像质量和文本-图像不对齐困境中的通用基础模型不同,CosmicMan能够生成具有细致外貌、合理结构和精确文本-图像对齐的逼真人体图像,同时还提供详细的密集描述。CosmicMan关键在于...
28、CosmicMan: A Text-to-Image Foundation Model for Humans 提出CosmicMan,一种用于生成高保真人体图像的文本到图像基础模型。与当前困在人体图像质量和文本-图像不对齐困境中的通用基础模型不同,CosmicMan能够生成具有细致外貌、合理结构和精确文本-图像对齐的逼真人体图像,同时还提供详细的密集描述。CosmicMan关键在于...
但不像是加高斯噪声的diffusion model，不知是否是自己理解有误，欢迎讨论。
Diffusion Models Beat GANs on Image Synthesis More Control for Free! Image Synthesis with Semantic Diffusion Guidance Classifier-Free Diffusion Guidance Zero-Shot Text-to-Image Generation On Fast Sampling of Diffusion Probabilistic Models Vector Quantized Diffusion Model for Text-to-Image Synthesis...
We propose a novel and general cross-modal contextualized diffusion model (ContextDiff) that harnesses cross-modal context to facilitate the learning capacity of cross-modal diffusion models, including text-to-image generation, and text-guided video editing. 🚩 New Updates [2024.1] Our main code ...
Lumina-T2X is a unified framework for Text to Any Modality Generation transformerstransformerdiffusiondiffusion-modelgeneration-modelsdiffusion-modelsaigcdiffusion-transformer UpdatedFeb 16, 2025 Python Fast stable diffusion on CPU apiclifluxqtcputorchwebuigradiodiffusionedsropenvinodiffusersstablediffusionlcmdiffus...
13、Discriminative Class Tokens for Text-to-Image Diffusion Models 文本到图像扩散模型,使得生成多样且高质量的图像成为可能。然而,这些图像往往在描绘细节方面不够精细,并且容易出现由于输入文本的歧义导致的错误。缓解这些问题的一种方法是在带类标签的数据集上训练扩散模型。这种方法有两个缺点:(i)监督数据集通常...
LDM(latent diffusion model) 类似于DDPM,只不过Zt是latent feature,Z0是AE的Encoder推理出的原始特征,ZT是纯噪声特征。LDM的噪声估计器是一个UNet,用来预测每一步去噪所需噪声。 Conditioning Mechanisms 条件特征可以是文本、图像或者其它模态信息,不过应该需要对应到同一个latent空间(比如,使用CLIP)。以文本为例,文本...
We present Text2Tex, a novel method for generating high-quality textures for 3D meshes from the given text prompts. Our method incorporates inpainting into a pre-trained depth-aware image diffusion model to progressively synthesize high resolution partial textures from multiple viewpoints. To avoid ac...
For the full code with all of the steps in this demo, see the Introduction to JumpStart – Text to Image example notebook. To deploy the model in SageMaker Studio Lab, please to the notebook. Deploy the pre-trained model SageMaker is a platform that makes ex...