Results 11 to 20 of about 1,724,603 (377)
PLoS ONE, 2014 Gephi is a network visualization software used in various disciplines (social network analysis, biology, genomics…). One of its key features is the ability to display the spatialization process, aiming at transforming the network into a map, and ...
Mathieu Jacomy, Tommaso Venturini
exaly +2 more sources
Training-Free Layout Control with Cross-Attention Guidance [PDF]
IEEE Workshop/Winter Conference on Applications of Computer Vision, 2023 Recent diffusion-based generators can produce high-quality images from textual prompts. However, they often disregard textual instructions that specify the spatial layout of the composition.
Minghao Chen, Iro Laina, A. Vedaldi
semanticscholar +1 more source
LayoutDiffusion: Controllable Diffusion Model for Layout-to-Image Generation [PDF]
Computer Vision and Pattern Recognition, 2023 Recently, diffusion models have achieved great success in image synthesis. However, when it comes to the layout-to-image generation where an image often has a complex scene of multiple objects, how to make strong control over both the global layout map ...
Guangcong Zheng +5 more
semanticscholar +1 more source
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [PDF]
Computer Vision and Pattern Recognition, 2023 Controllable layout generation aims at synthesizing plausible arrangement of element bounding boxes with optional constraints, such as type or position of a specific element.
Naoto Inoue +4 more
semanticscholar +1 more source
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation [PDF]
ACM Multimedia, 2023 In the text-to-image generation field, recent remarkable progress in Stable Diffusion makes it possible to generate rich kinds of novel photorealistic images.
Leigang Qu +4 more
semanticscholar +1 more source
TALL: Thumbnail Layout for Deepfake Video Detection [PDF]
IEEE International Conference on Computer Vision, 2023 The growing threats of deepfakes to society and cybersecurity have raised enormous public concerns, and increasing efforts have been devoted to this critical topic of deepfake video detection.
Yuting Xu +5 more
semanticscholar +1 more source
PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout [PDF]
Computer Vision and Pattern Recognition, 2023 Content-aware visual-textual presentation layout aims at arranging spatial space on the given canvas for pre-defined elements, including text, logo, and underlay, which is a key to automatic template-free creative graphic design.
Hsiao-An Hsu +4 more
semanticscholar +1 more source
Freestyle Layout-to-Image Synthesis [PDF]
Computer Vision and Pattern Recognition, 2023 Typical layout-to-image synthesis (LIS) models generate images for a closed set of semantic classes, e.g., 182 common objects in COCO-Stuff. In this work, we explore the freestyle capability of the model, i.e., how far can it generate unseen semantics (e.
Han Xue +4 more
semanticscholar +1 more source
LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation [PDF]
arXiv.org, 2023 Layout-to-image generation refers to the task of synthesizing photo-realistic images based on semantic layouts. In this paper, we propose LayoutDiffuse that adapts a foundational diffusion model pretrained on large-scale image or text-image datasets for ...
Jiaxin Cheng +5 more
semanticscholar +1 more source
LayoutDM: Transformer-based Diffusion Model for Layout Generation [PDF]
Computer Vision and Pattern Recognition, 2023 Automatic layout generation that can synthesize high-quality layouts is an important tool for graphic design in many applications. Though existing methods based on generative models such as Generative Adversarial Networks (GANs) and Variational Auto ...
Shang Chai, Liansheng Zhuang, Feng Yan
semanticscholar +1 more source