Sergey Prokudin
13 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15)
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Century Club Β· Bronze
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Conference Pioneer
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Research topics
Keywords
point cloud
(3)
3d avatar
(3)
neural network
(3)
novel view synthesis
(3)
3d reconstruction
(2)
neural rendering
(2)
implicit neural representation
(2)
point transformer
(2)
3d vision
(1)
hand pose estimation
(1)
feature learning
(1)
scene reconstruction
(1)
implicit representation
(1)
surface reconstruction
(1)
image reconstruction
(1)
hyperparameter optimization
(1)
diffusion model
(1)
generative model
(1)
3d generation
(1)
image synthesis
(1)
Papers
GGPT: Geometry-Grounded Point Transformer
CVPR 2026
FreSh: Frequency Shifting for Accelerated Neural Representation Learning
ICLR 2025
Multi-View 3D Point Tracking
ICCV 2025
SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
ICLR 2025
Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories
CVPR 2024
Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation
CVPR 2024
ResFields: Residual Neural Fields for Spatiotemporal Signals
ICLR 2024
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction
ECCV 2024
Dynamic Point Fields
ICCV 2023
HARP: Personalized Hand Reconstruction From a Monocular RGB Video
CVPR 2023
SMPLpix: Neural Avatars From 3D Human Models
WACV 2021
Efficient Learning on Point Clouds With Basis Point Sets
ICCV 2019
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification
ECCV 2018