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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 Vision
We 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.org
The 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, 2023
Trung-Nghia Le   +2 more
exaly  

Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications

Proceedings of the IEEE, 2021
Arun Mallya, Ting-Chun Wang, Ming-Yu Liu
exaly  

Image synthesis with adversarial networks: A comprehensive survey and case studies

Information Fusion, 2021
Éric Granger   +2 more
exaly  

DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis

Information Fusion, 2021
Tom MacGillivray   +2 more
exaly  

Multimodal Image Synthesis and Editing: The Generative AI Era

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Christian Theobalt   +2 more
exaly  

Text-to-image synthesis with self-supervised learning

Pattern Recognition Letters, 2022
Mai Neo, Kian Ming Lim, Chin Poo Lee
exaly  

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