Controllable generation with text-to-image diffusion models: A survey
In the rapidly advancing realm of visual generation, diffusion models have revolutionized the
landscape, marking a significant shift in capabilities with their impressive text-guided …
landscape, marking a significant shift in capabilities with their impressive text-guided …
Customizing text-to-image generation with inverted interaction
Subject-driven image generation, aimed at customizing user-specified subjects, has
experienced rapid progress. However, most of them focus on transferring the customized …
experienced rapid progress. However, most of them focus on transferring the customized …
Record: Reasoning and correcting diffusion for hoi generation
Diffusion models revolutionize image generation by leveraging natural language to guide
the creation of multimedia content. Despite significant advancements in such generative …
the creation of multimedia content. Despite significant advancements in such generative …
CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation
Diffusion models have been recognized for their ability to generate images that are not only
visually appealing but also of high artistic quality. As a result, Layout-to-Image (L2I) …
visually appealing but also of high artistic quality. As a result, Layout-to-Image (L2I) …
Chains of Diffusion Models
Y Wei, L Huang, ZF Wu, W Wang, Y Liu, M Jia… - European Conference on …, 2024 - Springer
Recent generative models excel in creating high-quality single-human images but fail in
complex multi-human scenarios, failing to capture accurate structural details like quantities …
complex multi-human scenarios, failing to capture accurate structural details like quantities …
PersonaHOI: Effortlessly Improving Personalized Face with Human-Object Interaction Generation
We introduce PersonaHOI, a training-and tuning-free framework that fuses a general
StableDiffusion model with a personalized face diffusion (PFD) model to generate identity …
StableDiffusion model with a personalized face diffusion (PFD) model to generate identity …
ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping
In this paper, we introduce ManiVideo, a novel method for generating consistent and
temporally coherent bimanual hand-object manipulation videos from given motion …
temporally coherent bimanual hand-object manipulation videos from given motion …
Conditional Image Synthesis with Diffusion Models: A Survey
Conditional image synthesis based on user-specified requirements is a key component in
creating complex visual content. In recent years, diffusion-based generative modeling has …
creating complex visual content. In recent years, diffusion-based generative modeling has …
HOIEdit: Human–object interaction editing with text-to-image diffusion model
T Xu, W Wang, A Zhong - The Visual Computer, 2025 - Springer
A scene consists of objects and relationships. Despite the success in large-scale text-to-
image generation and text-guided image editing, most existing studies focus on single …
image generation and text-guided image editing, most existing studies focus on single …
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
R Zhou, Y Zhang, C Yuan, F Permenter… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper introduces a generative model designed for multimodal control over text-to-
image foundation generative AI models such as Stable Diffusion, specifically tailored for …
image foundation generative AI models such as Stable Diffusion, specifically tailored for …