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TSCM: Efficient image synthesis using latent diffusion | Synapse
March 3, 2026
TSCM: Efficient image synthesis using latent diffusion
ZL
Zhiwei Lin
Beijing Institute of Technology
XW
Xiaolong Wang
Beijing Institute of Technology
SZ
Songchuan Zhang
Wuyi University
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Key Points
Efficient image synthesis was achieved using a novel latent diffusion model, optimizing performance in generating images.
The study reported a significant reduction in computational costs, achieving results with a 30% increase in speed.
Observational analysis based on extensive datasets showed that the algorithm improved the quality of synthesized images.
The findings highlight the potential of latent diffusion in real-time applications, indicating a shift towards more efficient image generation.
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Lin et al. (Fri,) studied this question.
synapsesocial.com/papers/69a768b3badf0bb9e87e5aa6
https://doi.org/https://doi.org/10.1016/j.patrec.2026.02.005