Presentation
Blue Noise for Diffusion Models
SessionConsistent Text-to-Image
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
ACM Digital Library
Journal Papers' PDFs
Conference Papers' PDFs
Conference Papers' PDFs
Session Time & Location
Sunday, 28 July 20246:00pm - 8:45pm MDTBluebird Ballroom
Monday, 29 July 20242:00pm - 3:30pm MDTMile High 1
Research & Education
Livestreamed
Recorded
AI
Machine Learning
Rendering
Full Conference
Full Conference Supporter
Virtual Access
Exhibitor Full Conference
Monday