#SIGGRAPHAsia | #SIGGRAPHAsia2022
![](../../core/views/7d98e39129/images/Group_1592.png)
![](../../core/views/7d98e39129/images/Group_1588.png)
![](../../core/views/7d98e39129/images/Group_1186.png)
![](../../core/views/7d98e39129/images/Group_1588.png)
![](../../core/views/7d98e39129/images/Group_1588.png)
![](../../core/views/7d98e39129/images/Group_1186.png)
![](../../core/views/7d98e39129/images/Group_1592.png)
![](../../core/views/7d98e39129/images/Group_1186.png)
![](../../core/views/7d98e39129/images/Group_1588.png)
![](../../core/views/7d98e39129/images/Group_1186.png)
![](../../core/views/7d98e39129/images/Group_1592.png)
SIGN IN TO VIEW THIS PRESENTATION Sign In
Lessons and implications of moving from FACS to Machine Learning for Digital Human Acting
DescriptionThere are many aspects as we explore and develop digital human pipelines built on Machine Learning (ML) compared to more traditional CGI FACS based approaches. Many of these issues are technical and after reviewing these technical approaches we will move beyond the technical to explore the implications for acting and actors when deploying ML such as Neural Rendering, VAEs(Deepfakes) and GANs. Using technical examples the talk will discuss some of the obligations we have in our relationship with actors, issues of data ownership and allowing the creative team to maintain authorship and direction of the performances in this new 'open green fields' area of ML driven digital humans.
Presenter
Event Type
Featured Sessions
TimeThursday, 8 December 202211:15am - 12:00pm KST
LocationAuditorium, Level 5, West Wing
![This Session will be held in English](../../images/flag-united-states.png)
![This presentation will be held in-person at Daegu Exhibition & Convention Centre (EXCO) in Daegu, South Korea](../../storage/2022/06/In-person-red.png)
![This presentation will be available on-demand on our virtual platform](../../storage/2022/06/Virtual.png)
![People with a Full Access Registration can attend](../../../linklings.s3.amazonaws.com/organizations/siggraphasia/siggraphasia2022/program_icon/program_icon101eb5b.png?v=1662625181.9241986)
![People with a Experience Plus Registration can attend](../../../linklings.s3.amazonaws.com/organizations/siggraphasia/siggraphasia2022/program_icon/program_icon102cd6f.png?v=1662625181.936923)
![People with a Experience Access Registration can attend](../../../linklings.s3.amazonaws.com/organizations/siggraphasia/siggraphasia2022/program_icon/program_icon103b44e.png?v=1662625181.9403117)
![People with a On-demand Access Registration can attend](../../../linklings.s3.amazonaws.com/organizations/siggraphasia/siggraphasia2022/program_icon/program_icon1041d76.png?v=1662625181.9437203)
![People with a Trade Exhibitor Registration can attend](../../images/SA22-Trade-Exhibitor.png)