Nick Kolkin
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
diffusion model
(3)
image generation
(2)
generative model
(1)
latent space
(1)
identity preservation
(1)
image quality
(1)
concept decomposition
(1)
artistic style exploration
(1)
low-rank adaptor
(1)
diversity enhancement
(1)
subject preservation
(1)
interpretable direction
(1)
cross-sample attention
(1)
text-to-image generation
(1)
Papers
Group Diffusion: Enhancing Image Generation by Unlocking Cross-Sample Collaboration
CVPR 2026
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization
WACV 2025
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models
ICCV 2025
ARF: Artistic Radiance Fields
ECCV 2022