Dmytro Kotovenko
10 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (23) π Conference Pioneer
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Century Club Β· Bronze
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Research topics
Computer Vision
(5)
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(3)
Generation
(3)
Models
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core AI Β· Artificial Intelligence
(2)
Learning Types Β· Machine Learning
(2)
Computer Science
(1)
Applications
(1)
Architectures
(1)
Core AI Β· Computer Vision
(1)
Learning Types Β· Deep Learning
(1)
Keywords
image generation
(2)
generative model
(2)
zero-shot learning
(1)
embedding space
(1)
similarity learning
(1)
style transfer
(1)
attention mechanism
(1)
depth estimation
(1)
image synthesis
(1)
scene reconstruction
(1)
artistic style transfer
(1)
flow matching
(1)
image correspondence
(1)
semantic similarity
(1)
diffusion model
(1)
deep metric learning
(1)
3d gaussian splatting
(1)
differentiable rendering
(1)
vision-language model
(1)
normalization layer
(1)
Papers
EDGS: Eliminating Densification for Efficient Convergence of 3DGS
CVPR 2026
DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching
AAAI 2025
Does VLM Classification Benefit from LLM Description Semantics?
AAAI 2025
CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians
ECCV 2024
WaSt-3D: Wasserstein-2 Distance for Scene-to-Scene Stylization on 3D Gaussians
ECCV 2024
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning
CVPR 2023
Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes
CVPR 2021
A Content Transformation Block for Image Style Transfer
CVPR 2019
Content and Style Disentanglement for Artistic Style Transfer
ICCV 2019
A Style-Aware Content Loss for Real-time HD Style Transfer
ECCV 2018