A survey on video diffusion models

Z Xing, Q Feng, H Chen, Q Dai, H Hu, H Xu… - ACM Computing …, 2024 - dl.acm.org
The recent wave of AI-generated content (AIGC) has witnessed substantial success in
computer vision, with the diffusion model playing a crucial role in this achievement. Due to …

One small step for generative ai, one giant leap for agi: A complete survey on chatgpt in aigc era

C Zhang, C Zhang, C Li, Y Qiao, S Zheng… - arXiv preprint arXiv …, 2023 - arxiv.org
OpenAI has recently released GPT-4 (aka ChatGPT plus), which is demonstrated to be one
small step for generative AI (GAI), but one giant leap for artificial general intelligence (AGI) …

Generative novel view synthesis with 3d-aware diffusion models

ER Chan, K Nagano, MA Chan… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present a diffusion-based model for 3D-aware generative novel view synthesis from as
few as a single input image. Our model samples from the distribution of possible renderings …

Multimodal foundation models: From specialists to general-purpose assistants

C Li, Z Gan, Z Yang, J Yang, L Li… - … and Trends® in …, 2024 - nowpublishers.com
Neural compression is the application of neural networks and other machine learning
methods to data compression. Recent advances in statistical machine learning have opened …

Holistic evaluation of text-to-image models

T Lee, M Yasunaga, C Meng, Y Mai… - Advances in …, 2024 - proceedings.neurips.cc
The stunning qualitative improvement of text-to-image models has led to their widespread
attention and adoption. However, we lack a comprehensive quantitative understanding of …

The GenAI is out of the bottle: generative artificial intelligence from a business model innovation perspective

DK Kanbach, L Heiduk, G Blueher, M Schreiter… - Review of Managerial …, 2024 - Springer
The introduction of ChatGPT in November 2022 by OpenAI has stimulated substantial
discourse on the implementation of artificial intelligence (AI) in various domains such as …

The power of generative ai: A review of requirements, models, input–output formats, evaluation metrics, and challenges

A Bandi, PVSR Adapa, YEVPK Kuchi - Future Internet, 2023 - mdpi.com
Generative artificial intelligence (AI) has emerged as a powerful technology with numerous
applications in various domains. There is a need to identify the requirements and evaluation …

Agiqa-3k: An open database for ai-generated image quality assessment

C Li, Z Zhang, H Wu, W Sun, X Min… - … on Circuits and …, 2023 - ieeexplore.ieee.org
With the rapid advancements of the text-to-image generative model, AI-generated images
(AGIs) have been widely applied to entertainment, education, social media, etc. However …

Sweetdreamer: Aligning geometric priors in 2d diffusion for consistent text-to-3d

W Li, R Chen, X Chen, P Tan - arXiv preprint arXiv:2310.02596, 2023 - arxiv.org
It is inherently ambiguous to lift 2D results from pre-trained diffusion models to a 3D world for
text-to-3D generation. 2D diffusion models solely learn view-agnostic priors and thus lack …

Toward general-purpose robots via foundation models: A survey and meta-analysis

Y Hu, Q Xie, V Jain, J Francis, J Patrikar… - arXiv preprint arXiv …, 2023 - arxiv.org
Building general-purpose robots that operate seamlessly in any environment, with any
object, and utilizing various skills to complete diverse tasks has been a long-standing goal in …