Denys Rozumnyi
14 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
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Keyword Collector
(69)
Venues
Top co-authors
Research topics
Computer Vision
(14)
Analysis
(11)
Processing
(8)
Machine Learning
(6)
Core Methods
(4)
Deep Learning
(3)
Generation
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Foundations
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
motion blur
(5)
pose estimation
(5)
3d reconstruction
(5)
temporal super-resolution
(4)
differentiable rendering
(4)
motion estimation
(3)
object tracking
(3)
video processing
(3)
image deblurring
(3)
motion deblurring
(3)
object detection
(2)
video analysis
(2)
shape recovery
(2)
egocentric vision
(1)
structure from motion
(1)
point cloud registration
(1)
3d vision
(1)
depth estimation
(1)
scene understanding
(1)
metric learning
(1)
Papers
Explaining Human Preferences via Metrics for Structured 3D Reconstruction
ICCV 2025
XR-MBT: Multi-Modal Full Body Tracking for XR through Self-Supervision with Learned Depth Point Cloud Registration
WACV 2025
Retrieval Robust to Object Motion Blur
ECCV 2024
Single-Image Deblurring, Trajectory and Shape Recovery of Fast Moving Objects With Denoising Diffusion Probabilistic Models
WACV 2024
Estimating Generic 3D Room Structures from 2D Annotations
NeurIPS 2023
Finding Geometric Models by Clustering in the Consensus Space
CVPR 2023
Human from Blur: Human Pose Tracking from Blurry Images
ICCV 2023
Tracking by 3D Model Estimation of Unknown Objects in Videos
ICCV 2023
Motion-From-Blur: 3D Shape and Motion Estimation of Motion-Blurred Objects in Videos
CVPR 2022
DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
CVPR 2021
FMODetect: Robust Detection of Fast Moving Objects
ICCV 2021
Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects
NeurIPS 2021
Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects
CVPR 2020
The World of Fast Moving Objects
CVPR 2017