Presentation / Installation


Key-locked Rank One Editing for Text-to-image Personalization
SessionImage and Video Editing
DescriptionPerfusion is a text-to-image personalization method that uses dynamic rank-1 updates to address challenges like maintaining visual-fidelity while allowing creative control and combining multiple concepts. It introduces a "locking" mechanism and gated rank-1 approach, providing efficient runtime control and a small memory footprint, outperforming baselines and spanning different operating points.
Authors
Yoad Tewel
NVIDIA Research
Rinon Gal
NVIDIA Research
Gal Chechik
NVIDIA Research
Yuval Atzmon
NVIDIA Research
Event Type
Technical Paper
TimeMonday, 7 August 20232:54pm - 3:04pm PDT
LocationPetree Hall D
ACM Digital Library Technical Paper PDF
Session Time & Location
Sunday, 6 August 20236pm - 8:30pm PDTWest Hall B
Monday, 7 August 20232pm - 3:30pm PDTPetree Hall D
Interest Areas
Research & Education
Recordings
Livestreamed
Recorded
Registration Categories
FC
FCS
V
VS
EFC
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Image and Video Editing - Q&A and Interactive Discussion