Denys Rozumnyi

14 papers · 2017–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (29) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🏆 Keyword Champion (4) 🔥 Unstoppable (6) 💎 Century Club (14) 🗃️ Keyword Collector (65)

Conferences

CVPR (5) ICCV (4) NIPS (2) WACV (2) ECCV (1)

Top co-authors

Jiri Matas (7) Marc Pollefeys (7) Martin R. Oswald (6) Vittorio Ferrari (5) Filip Sroubek (3) Jan Kotera (2) Yuzhong Huang (1) Robin Kips (1) Catherine Herold (1) Rong Zou (1)

Keywords

3d reconstruction (5) pose estimation (5) differentiable rendering (4) temporal super-resolution (4) motion blur (4) image deblurring (3) object tracking (3) motion estimation (3) motion deblurring (3) video processing (3) object detection (2) video analysis (2) shape recovery (2) multi-modal learning (1) egocentric vision (1) point cloud registration (1) structure from motion (1) 3d vision (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

Tracking by 3D Model Estimation of Unknown Objects in Videos ICCV 2023

Human from Blur: Human Pose Tracking from Blurry Images ICCV 2023

Estimating Generic 3D Room Structures from 2D Annotations NIPS 2023

Finding Geometric Models by Clustering in the Consensus Space CVPR 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

Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects NIPS 2021

FMODetect: Robust Detection of Fast Moving Objects ICCV 2021

Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects CVPR 2020

The World of Fast Moving Objects CVPR 2017