Conditional Image Synthesis with Diffusion Models: A Survey
Trans. Mach. Learn. Res.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 become a highly effective way for conditional image synthesis, leading to ...
Zhe-Yuan Zhan +7 more
semanticscholar +1 more source
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
European Conference on Computer VisionWe present Stable Video 3D (SV3D) -- a latent video diffusion model for high-resolution, image-to-multi-view generation of orbital videos around a 3D object.
Vikram S. Voleti +8 more
semanticscholar +1 more source
Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation
arXiv.orgThe field of portrait image animation, driven by speech audio input, has experienced significant advancements in the generation of realistic and dynamic portraits.
Mingwang Xu +8 more
semanticscholar +1 more source
Image synthesis: a review of methods, datasets, evaluation metrics, and future outlook
Artificial Intelligence Review, 2023Trung-Nghia Le +2 more
exaly
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications
Proceedings of the IEEE, 2021Arun Mallya, Ting-Chun Wang, Ming-Yu Liu
exaly
A survey on generative adversarial network-based text-to-image synthesis
Neurocomputing, 2021Qingyang Xu
exaly
Image synthesis with adversarial networks: A comprehensive survey and case studies
Information Fusion, 2021Éric Granger +2 more
exaly
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis
Information Fusion, 2021Tom MacGillivray +2 more
exaly
Multimodal Image Synthesis and Editing: The Generative AI Era
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023Christian Theobalt +2 more
exaly
Text-to-image synthesis with self-supervised learning
Pattern Recognition Letters, 2022Mai Neo, Kian Ming Lim, Chin Poo Lee
exaly

