Optimizing Diffusion Model Training Efficiency to Generate High-Resolution Images

In order to solve the bottleneck problem of diffusion model training efficiency in high-resolution image generation tasks, this paper proposes a method to optimize the diffusion model training efficiency to generate high-quality high-resolution images. This method integrates the two-stage process of...

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Veröffentlicht in:	2025 International Conference on Intelligent Computing and Knowledge Extraction (ICICKE) S. 1 - 6
Hauptverfasser:	Wang, Junhua, Jiang, Yuan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 06.06.2025
Schlagworte:	Adaptation models diffusion model Diffusion models FID Image coding Image synthesis Memory management Optimization PSNR Training training efficiency training time Vectors video memory occupancy Videos
Online-Zugang:	Volltext
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