[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3491101.3503736acmconferencesArticle/Chapter ViewAbstractPublication PageschiConference Proceedingsconference-collections
extended-abstract

AI-Generated Characters: Putting Deepfakes to Good Use

Published: 28 April 2022 Publication History

Abstract

AI generated characters, i.e., realistic renderings of human faces, voices, and mannerisms that appear authentic to a human being [7] are made possible through advancements in generative machine learning. In addition to character creation, neural networks have recently also been used for the hyper-realistic synthesis and modification of prose, images, audio, and video data.
While this technology has been most widely associated with media manipulation and the spread of misinformation, often referred to as deepfakes, it is increasingly being used for positive applications and integrated into areas ranging from entertainment, to humanitarian efforts and education. With the adaptation and usage of AI generated characters across different industries, we see a potential for significant positive applications in a variety of fields such as learning, privacy, telecommunication, art, and therapy. In this workshop, we will bring together researchers in HCI, AI, and related fields to explore the positive applications, design considerations, and ethical implications of using AI generated characters and related forms of synthetic media.

References

[1]
Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul N Bennett, Kori Inkpen, 2019. Guidelines for human-AI interaction. In Proceedings of the 2019 chi conference on human factors in computing systems. 1–13.
[2]
Sean Burns. 2020. Documentary ’Welcome To Chechnya’ Takes Us Behind The Lines Of A Genocide. https://www.wbur.org/artery/2020/06/30/welcome-to-chechnya-review/, Last accessed on 2020-06-24.
[3]
Filippo De Vivo. 2007. Information and communication in Venice: rethinking early modern politics. Oxford University Press.
[4]
Rebecca Heilweil. 2020. How deepfakes could actually do some good. https://www.vox.com/recode/2020/6/29/21303588/deepfakes-anonymous-artificial-intelligence-welcome-to-chechnya, Last accessed on 2020-06-24.
[5]
Sin-Hwa Kang and Jonathan Gratch. 2012. Socially anxious people reveal more personal information with virtual counselors that talk about themselves using intimate human back stories.Annual Review of Cybertherapy and Telemedicine 181 (2012), 202–207.
[6]
Minhua Ma, Sarah Coward, and Chris Walker. 2017. Question-answering virtual humans based on pre-recorded testimonies for holocaust education. In Serious games and edutainment applications. Springer, 391–409.
[7]
Yisroel Mirsky and Wenke Lee. 2020. The Creation and Detection of Deepfakes: A Survey. arXiv preprint arXiv:2004.11138(2020).
[8]
The Dali Museum. 2020. Dalí lives (via artificial intelligence). https://thedali.org/exhibit/dali-lives/, Last accessed on 2020-06-24.
[9]
David Traum, Andrew Jones, Kia Hays, Heather Maio, Oleg Alexander, Ron Artstein, Paul Debevec, Alesia Gainer, Kallirroi Georgila, Kathleen Haase, 2015. New Dimensions in Testimony: Digitally preserving a Holocaust survivor’s interactive storytelling. In International Conference on Interactive Digital Storytelling. Springer, 269–281.
[10]
Bingquan Zhu, Hao Fang, Yanan Sui, and Luming Li. 2020. Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation. In Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (New York, NY, USA) (AIES ’20). Association for Computing Machinery, New York, NY, USA, 414–420. https://doi.org/10.1145/3375627.3375849

Cited By

View all
  • (2024)Consumer EngagementNavigating the World of Deepfake Technology10.4018/979-8-3693-5298-4.ch020(397-421)Online publication date: 26-Jul-2024
  • (2024)Making Original 2D Visual Deepfakes With a Generative AI ToolComputational Practices and Applications for Digital Art and Crafting10.4018/979-8-3693-2927-6.ch006(138-171)Online publication date: 30-Jun-2024
  • (2024)Adaptation of Artificial Intelligence Literacy Scale: Latent Profile AnalysisSakarya University Journal of Education10.19126/suje.147929414:3(581-596)Online publication date: 30-Dec-2024
  • Show More Cited By

Index Terms

  1. AI-Generated Characters: Putting Deepfakes to Good Use
          Index terms have been assigned to the content through auto-classification.

          Recommendations

          Comments

          Please enable JavaScript to view thecomments powered by Disqus.

          Information & Contributors

          Information

          Published In

          cover image ACM Conferences
          CHI EA '22: Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems
          April 2022
          3066 pages
          ISBN:9781450391566
          DOI:10.1145/3491101
          Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

          Sponsors

          Publisher

          Association for Computing Machinery

          New York, NY, United States

          Publication History

          Published: 28 April 2022

          Check for updates

          Author Tags

          1. AI
          2. AI generated Characters
          3. Deepfakes
          4. Generative AI
          5. Machine Learning

          Qualifiers

          • Extended-abstract
          • Research
          • Refereed limited

          Conference

          CHI '22
          Sponsor:
          CHI '22: CHI Conference on Human Factors in Computing Systems
          April 29 - May 5, 2022
          LA, New Orleans, USA

          Acceptance Rates

          Overall Acceptance Rate 6,164 of 23,696 submissions, 26%

          Upcoming Conference

          CHI 2025
          ACM CHI Conference on Human Factors in Computing Systems
          April 26 - May 1, 2025
          Yokohama , Japan

          Contributors

          Other Metrics

          Bibliometrics & Citations

          Bibliometrics

          Article Metrics

          • Downloads (Last 12 months)402
          • Downloads (Last 6 weeks)30
          Reflects downloads up to 01 Mar 2025

          Other Metrics

          Citations

          Cited By

          View all
          • (2024)Consumer EngagementNavigating the World of Deepfake Technology10.4018/979-8-3693-5298-4.ch020(397-421)Online publication date: 26-Jul-2024
          • (2024)Making Original 2D Visual Deepfakes With a Generative AI ToolComputational Practices and Applications for Digital Art and Crafting10.4018/979-8-3693-2927-6.ch006(138-171)Online publication date: 30-Jun-2024
          • (2024)Adaptation of Artificial Intelligence Literacy Scale: Latent Profile AnalysisSakarya University Journal of Education10.19126/suje.147929414:3(581-596)Online publication date: 30-Dec-2024
          • (2024)Studying Self-Care with Generative AI Tools: Lessons for DesignProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661614(1620-1637)Online publication date: 1-Jul-2024
          • (2024)A Generative Artificial Intelligence Digital Influencer Model to be a University Goodwill Ambassador2024 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)10.1109/RI2C64012.2024.10784408(248-253)Online publication date: 8-Aug-2024
          • (2024)Future You: A Conversation with an AI-Generated Future Self Reduces Anxiety, Negative Emotions, and Increases Future Self-Continuity2024 IEEE Frontiers in Education Conference (FIE)10.1109/FIE61694.2024.10893443(1-10)Online publication date: 13-Oct-2024
          • (2024) Exploring AI media. Definitions, conceptual model, research agenda Journal of Media Business Studies10.1080/16522354.2024.234041921:4(340-363)Online publication date: 13-Apr-2024
          • (2024)“There Is something Rotten in Denmark”: Investigating the Deepfake persona perceptions and their Implications for human-centered AIComputers in Human Behavior: Artificial Humans10.1016/j.chbah.2023.1000312:1(100031)Online publication date: Jan-2024
          • (2024)The potential effects of deepfakes on news media and entertainmentAI & SOCIETY10.1007/s00146-024-02072-1Online publication date: 23-Oct-2024
          • (2024)Generative AI Pipeline for Modeling Digital Humans for Interactive LearningSmart Data Intelligence10.1007/978-981-97-3191-6_33(437-457)Online publication date: 28-Jul-2024
          • Show More Cited By

          View Options

          Login options

          View options

          PDF

          View or Download as a PDF file.

          PDF

          eReader

          View online with eReader.

          eReader

          HTML Format

          View this article in HTML Format.

          HTML Format

          Figures

          Tables

          Media

          Share

          Share

          Share this Publication link

          Share on social media