2026
NoMoColor: Unified Noise Modulation for Enhanced Diffusion-based Image Colorization (Student Abstract)
AAAI 2026technical
We present a language-based noise modulation module for diffusion models that improves image color generation under textual guidance. Unlike standard approaches that inject noise uniformly, our method leverages semantic cues from text to selectively control the noise injection process, preserving l