Dmitriy Smirnov
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
CVPR (3)
ICLR (2)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
semantic segmentation
(1)
image segmentation
(1)
multi-task learning
(1)
image generation
(1)
self-supervised learning
(1)
implicit representation
(1)
deep learning
(1)
remote sensing
(1)
disentangled representation
(1)
signed distance field
(1)
3d shape reconstruction
(1)
level set method
(1)
shape prediction
(1)
geometric measure theory
(1)
shape representation
(1)
contour alignment
(1)
building extraction
(1)
polygon extraction
(1)
frame field
(1)
Papers
Infinite-Resolution Integral Noise Warping for Diffusion Models
ICLR 2025
DeepCurrents: Learning Implicit Representations of Shapes With Boundaries
CVPR 2022
MarioNette: Self-Supervised Sprite Learning
NIPS 2021
Polygonal Building Extraction by Frame Field Learning
CVPR 2021
Learning Manifold Patch-Based Representations of Man-Made Shapes
ICLR 2021
Deep Parametric Shape Predictions Using Distance Fields
CVPR 2020