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A complete survey on generative ai (aigc): Is chatgpt from gpt-4 to gpt-5 all you need?
As ChatGPT goes viral, generative AI (AIGC, aka AI-generated content) has made headlines
everywhere because of its ability to analyze and create text, images, and beyond. With such …
everywhere because of its ability to analyze and create text, images, and beyond. With such …
State of the art on diffusion models for visual computing
R Po, W Yifan, V Golyanik, K Aberman… - Computer Graphics …, 2024 - Wiley Online Library
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …
T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models
The incredible generative ability of large-scale text-to-image (T2I) models has demonstrated
strong power of learning complex structures and meaningful semantics. However, relying …
strong power of learning complex structures and meaningful semantics. However, relying …
Dreambooth3d: Subject-driven text-to-3d generation
A Raj, S Kaza, B Poole, M Niemeyer… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present DreamBooth3D, an approach to personalize text-to-3D generative models from
as few as 3-6 casually captured images of a subject. Our approach combines recent …
as few as 3-6 casually captured images of a subject. Our approach combines recent …
Text-to-image diffusion models in generative ai: A survey
This survey reviews text-to-image diffusion models in the context that diffusion models have
emerged to be popular for a wide range of generative tasks. As a self-contained work, this …
emerged to be popular for a wide range of generative tasks. As a self-contained work, this …
Pix2video: Video editing using image diffusion
Image diffusion models, trained on massive image collections, have emerged as the most
versatile image generator model in terms of quality and diversity. They support inverting real …
versatile image generator model in terms of quality and diversity. They support inverting real …
Dense text-to-image generation with attention modulation
Existing text-to-image diffusion models struggle to synthesize realistic images given dense
captions, where each text prompt provides a detailed description for a specific image region …
captions, where each text prompt provides a detailed description for a specific image region …
Composer: Creative and controllable image synthesis with composable conditions
Recent large-scale generative models learned on big data are capable of synthesizing
incredible images yet suffer from limited controllability. This work offers a new generation …
incredible images yet suffer from limited controllability. This work offers a new generation …
Dreamix: Video diffusion models are general video editors
E Molad, E Horwitz, D Valevski, AR Acha… - arxiv preprint arxiv …, 2023 - arxiv.org
Text-driven image and video diffusion models have recently achieved unprecedented
generation realism. While diffusion models have been successfully applied for image …
generation realism. While diffusion models have been successfully applied for image …
Sparsectrl: Adding sparse controls to text-to-video diffusion models
Y Guo, C Yang, A Rao, M Agrawala, D Lin… - European Conference on …, 2024 - Springer
The development of text-to-video (T2V), ie, generating videos with a given text prompt, has
been significantly advanced in recent years. However, relying solely on text prompts often …
been significantly advanced in recent years. However, relying solely on text prompts often …