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Sensitivity Analysis of StyleGAN3 Parameters in CBS3-LandGen Model: Impact on Generation Quality and Diversity.

Sensitivity Analysis of StyleGAN3 Parameters in CBS3-LandGen Model: Impact on Generation Quality and Diversity.

<p>Sensitivity Analysis of StyleGAN3 Parameters in CBS3-LandGen Model: Impact on Generation Quality and Diversity.</p>

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Bibliographic Details
Main Author: Mingzhen Lu (21782047) (author)
Other Authors: Lili Shi (508698) (author)
Published: 2025
Subjects:
Microbiology
Genetics
Science Policy
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
multimodal deep learning
multimodal architecture enables
modal deep learning
global urbanization process
deep learning technologies
generate landscape plans
generation optimization techniques
process image data
integrating image data
frechet inception distance
practical landscape design
intelligent landscape design
analyze text information
improve training efficiency
div >< p
text generation consistency
image generation quality
multimodal data fusion
landscape design
image quality
text data
generation tasks
generation effect
inception score
urban planning
results show
results demonstrate
perform excellently
paper proposes
method proposed
gradually unable
future research
ecological protection
convnext network
coco datasets
coco dataset
application potential
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