Nicholas Kolkin
8 papers · 2015–2026 · 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.
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Research topics
Computer Vision
(4)
Deep Learning
(3)
Generation
(3)
Machine Learning
(2)
Analysis
(2)
Core Methods
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
representation learning
(1)
metric learning
(1)
image generation
(1)
image retrieval
(1)
style transfer
(1)
optimal transport
(1)
image captioning
(1)
image synthesis
(1)
text-to-image generation
(1)
document classification
(1)
image similarity
(1)
image processing
(1)
synthetic data
(1)
low-rank adaptation
(1)
vision-language model
(1)
domain translation
(1)
text-to-image diffusion
(1)
identity recognition
(1)
content preservation
(1)
word embedding
(1)
Papers
ID-Sim: An Identity-Focused Similarity Metric
CVPR 2026
Relational Visual Similarity
CVPR 2026
Personalized Residuals for Concept-Driven Text-to-Image Generation
CVPR 2024
Harnessing the Conditioning Sensorium for Improved Image Translation
ICCV 2021
Deformable Style Transfer
ECCV 2020
Style Transfer by Relaxed Optimal Transport and Self-Similarity
CVPR 2019
Training Deep Networks to Be Spatially Sensitive
ICCV 2017
From Word Embeddings To Document Distances
ICML 2015