Dmitriy Smirnov
7 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(6)
Analysis
(3)
Architectures
(3)
Generation
(3)
Models
(3)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Optimization & Theory
(1)
Keywords
neural network
(2)
shape representation
(2)
diffusion model
(2)
semantic segmentation
(1)
image generation
(1)
video generation
(1)
multi-task learning
(1)
implicit representation
(1)
deep learning
(1)
remote sensing
(1)
temporal consistency
(1)
disentangled representation
(1)
synthetic data
(1)
signed distance field
(1)
text-to-video generation
(1)
self-supervised learning
(1)
3d shape reconstruction
(1)
data-efficient learning
(1)
level set method
(1)
image segmentation
(1)
Papers
Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation
CVPR 2026
Infinite-Resolution Integral Noise Warping for Diffusion Models
ICLR 2025
DeepCurrents: Learning Implicit Representations of Shapes With Boundaries
CVPR 2022
Learning Manifold Patch-Based Representations of Man-Made Shapes
ICLR 2021
MarioNette: Self-Supervised Sprite Learning
NeurIPS 2021
Polygonal Building Extraction by Frame Field Learning
CVPR 2021
Deep Parametric Shape Predictions Using Distance Fields
CVPR 2020