Presentation
Colorful-Noise: Training-Free Low-Frequency Noise Manipulation for Color-Based Conditional Image Generation
SessionImage Generation
DescriptionColorful-Noise is a training-free image generation conditioning method that leverages FFT noise frequency manipulation. We show that low frequencies dominate output appearance and can encode structure from scribbles, color maps, or reference images — enabling anyone to condition image generation with zero overhead, no training, and no significant artistic skill.
Event Type
Technical Paper
TimeWednesday, 22 July 20269:20am - 9:30am PDT
LocationRoom 408 B
Digital Library
PDF
Session Time & Location
Sunday, 19 July 20266:00pm - 8:45pm PDTHall K
Wednesday, 22 July 20269:00am - 10:30am PDTRoom 408 B
Artificial Intelligence/Machine Learning
Generative AI
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Full Conference
