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researcher

Nicholas Kolkin

7 papers hereh-index 479 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CV7

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedA Data Perspective on Enhanced Identity Preservation for Diffusion Personalization

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024

TurboEdit: Instant text-based image editing

Zongze Wu, Nicholas Kolkin, Jonathan Brandt +2

We address the challenges of precise image inversion and disentangled image editing in the context of few-step diffusion models. We introduce an encoder based iterative inversion t…

cs.CV2024

Personalized Residuals for Concept-Driven Text-to-Image Generation

Cusuh Ham, Matthew Fisher, James Hays +4

We present personalized residuals and localized attention-guided sampling for efficient concept-driven generation using text-to-image diffusion models. Our method first represents…

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