When Creators Meet the Metaverse: A Survey on Computational Arts
Not on the map. Why?
Abstract (arXiv)
The metaverse, enormous virtual-physical cyberspace, has brought unprecedented opportunities for artists to blend every corner of our physical surroundings with digital creativity. This article conducts a comprehensive survey on computational arts, in which seven critical topics are relevant to the metaverse, describing novel artworks in blended virtual-physical realities. The topics first cover the building elements for the metaverse, e.g., virtual scenes and characters, auditory, textual elements. Next, several remarkable types of novel creations in the expanded horizons of metaverse cyberspace have been reflected, such as immersive arts, robotic arts, and other user-centric approaches fuelling contemporary creative outputs. Finally, we propose several research agendas: democratising computational arts, digital privacy, and safety for metaverse artists, ownership recognition for digital artworks, technological challenges, and so on. The survey also serves as introductory material for artists and metaverse technologists to begin creations in the realm of surrealistic cyberspace.
Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). Builds on 17 of its 223 references that are in the map. First posted on arXiv 26 Nov 2021.
Builds on
17 of 223 references.
References · 17
- 2016WaveNet: A Generative Model for Raw Audiocited by 1,710
- 2020ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generationcited by 69
- 2020GANwriting: Content-Conditioned Generation of Styled Handwritten Word Imagescited by 68
- 2021Understanding and Creating Art with AI: Review and Outlookcited by 60
- 2020Real-time Localized Photorealistic Video Style Transfercited by 24
- 2021Mapping the NFT revolution: market trends, trade networks and visual featurescited by 24
- 2021ZiGAN: Fine-grained Chinese Calligraphy Font Generation via a Few-shot Style Transfer Approachcited by 20
- 2021Metaverse for Social Good: A University Campus Prototypecited by 17
- 2020Single-Shot Freestyle Dance Reenactmentcited by 10
- 2019An Iterative Polishing Framework based on Quality Aware Masked Language Model for Chinese Poetry Generationcited by 9
- 2020Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generationcited by 7
- 2020Towards Augmented Reality-driven Human-City Interaction: Current Research on Mobile Headsets and Future Challengescited by 6
5 more
- 2018A Multi-Modal Chinese Poetry Generation Modelcited by 5
- 2019Crypto art: A decentralized viewcited by 3
- 2020Making Robots Draw A Vivid Portrait In Two Minutescited by 3
- 2021Under the Skin of Foundation NFT Auctionscited by 2
- 2021EdgeXAR: A 6-DoF Camera Multi-target Interaction Framework for MAR with User-friendly Latency Compensationcited by 1
Built on by
Citing papers per year: 2021: 1; 2022: 1; 2023: 4; 2024: 3; 2025: 2; 2026: 1.
12 papers.
- 2023Music-Driven Group Choreographycited by 36
- 2023Controllable Group Choreography using Contrastive Diffusioncited by 17
- 2024Diffusion-Based Visual Art Creation: A Survey and New Perspectivescited by 17
- 2023Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyondcited by 14
- 2022AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trendscited by 8
- 2024Scalable Group Choreography via Variational Phase Manifold Learningcited by 4
- 2025TCDiff++: An End-to-end Trajectory-Controllable Diffusion Model for Harmonious Music-Driven Group Choreographycited by 4
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directionscited by 3
- 2024Harmonious Group Choreography with Trajectory-Controllable Diffusioncited by 3
- 2025ST-GDance: Long-Term and Collision-Free Group Choreography from Musiccited by 1
- 2021NFTGAN: Non-Fungible Token Art Generation Using Generative Adversarial Networkscited by 0
- 2026ST-GDance++: A Scalable Spatial-Temporal Diffusion for Long-Duration Group Choreographycited by 0
- 2026ST-GDance++: A Scalable Spatial-Temporal Diffusion for Long-Duration Group Choreography20 Mar 2026
- 2025ST-GDance: Long-Term and Collision-Free Group Choreography from Music29 Jul 2025
- 2025TCDiff++: An End-to-end Trajectory-Controllable Diffusion Model for Harmonious Music-Driven Group Choreography23 Jun 2025
- 2024Diffusion-Based Visual Art Creation: A Survey and New Perspectives22 Aug 2024
- 2024Scalable Group Choreography via Variational Phase Manifold Learning26 Jul 2024
- 2024Harmonious Group Choreography with Trajectory-Controllable Diffusion10 Mar 2024
- 2023Controllable Group Choreography using Contrastive Diffusion29 Oct 2023
- 2023Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond1 Jun 2023
- 2023The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions18 Apr 2023
- 2023Music-Driven Group Choreography22 Mar 2023
- 2022AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends23 Aug 2022
- 2021NFTGAN: Non-Fungible Token Art Generation Using Generative Adversarial Networks17 Dec 2021