Session

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Talk
: ML in Production
Session Chair
Nora Wixom
Apple
Event Type
Talk
TimeThursday, 14 August 20252:00pm - 3:30pm PDT
LocationWest Building, Rooms 109-110
Interest Areas
Arts & Design
New Technologies
Production & Animation
Research & Education
Recordings
Livestreamed
Not Livestreamed
Recorded
Not Recorded
Keywords
Animation
Artificial Intelligence/Machine Learning
Capture/Scanning
Computer Vision
Generative AI
Geometry
Image Processing
Lighting
Pipeline Tools and Work
Rendering
Registration Categories
Full Conference
Virtual Access
Thursday
Presentations
2:00pm - 2:22pm PDTAniDepth : Anime In-between Diffusion using Depth-guided Warped Line-art
Contributors
Sosui Koga
Hiroyuki Kubo
Seitaro Shinagawa
Yuki Fujimura
Kazuya Kitano
Akinobu Maejima
Takuya Funatomi
Yasuhiro Mukaigawa
Production & Animation
Not Livestreamed
Not Recorded
Animation
Generative AI
2:22pm - 2:44pm PDTMachine Learning Meets Lighting: Using Depth Estimation To Build The Light Rigs
Contributor
Sergey Shlyaev
New Technologies
Production & Animation
Research & Education
Not Livestreamed
Not Recorded
Artificial Intelligence/Machine Learning
Computer Vision
Image Processing
Lighting
Pipeline Tools and Work
Rendering
2:44pm - 3:06pm PDTTowards AI-Driven 3D Creation at the Speed of Thought
Contributor
Ian Huang
Arts & Design
New Technologies
Research & Education
Livestreamed
Recorded
Artificial Intelligence/Machine Learning
Generative AI
Geometry
Pipeline Tools and Work
3:06pm - 3:28pm PDTTowards automated corrections in video-driven animation transfer
Contributors
Jose Serra
Lucio Moser
Production & Animation
Research & Education
Livestreamed
Recorded
Artificial Intelligence/Machine Learning
Capture/Scanning
Computer Vision