Presentation

Blue Noise for Diffusion Models
DescriptionMost existing diffusion models use Gaussian noise for training. We introduce a novel class of deterministic diffusion models using time-varying noise (i.e., from white to blue noise) to incorporate correlation within images during training. Further, our framework allows introducing correlation across images within a single mini-batch to improve gradient flow.
Event Type
Technical Paper
TimeMonday, 29 July 20242:50pm - 3:00pm MDT
LocationMile High 1
Session Time & Location
Sunday, 28 July 20246:00pm - 8:45pm MDTBluebird Ballroom
Monday, 29 July 20242:00pm - 3:30pm MDTMile High 1
Interest Areas
Research & Education
Recordings
Livestreamed
Recorded
Keywords
AI
Machine Learning
Rendering
Registration Categories
Full Conference
Full Conference Supporter
Virtual Access
Exhibitor Full Conference
Monday