Stanislav Frolov
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Keywords
diffusion model
(4)
image generation
(2)
visual question answering
(1)
attention mechanism
(1)
text-to-image synthesis
(1)
multimodal learning
(1)
text-to-image generation
(1)
computational efficiency
(1)
synthetic data generation
(1)
image super-resolution
(1)
data distribution
(1)
denoising process
(1)
attention map
(1)
foreground object
(1)
training-free method
(1)
dynamic attention
(1)
foreground-background separation
(1)
high-resolution image
(1)
image stitching
(1)
panorama generation
(1)
Papers
When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators
CVPR 2026
Dynamic Attention-Guided Diffusion for Image Super-Resolution
WACV 2025
SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time
WACV 2025
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
CVPR 2025
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis
COLING 2020