Sergey Prokudin

According to our database, Sergey Prokudin authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FreSh: Frequency Shifting for Accelerated Neural Representation Learning.

Adam Kania, Marko Mihajlovic, Sergey Prokudin, Jacek Tabor, Przemyslaw Spurek

CoRR, 2024

RISE-SDF: a Relightable Information-Shared Signed Distance Field for Glossy Object Inverse Rendering.

Deheng Zhang, Jingyu Wang, Shaofei Wang, Marko Mihajlovic, Sergey Prokudin, Hendrik P. A. Lensch, Siyu Tang

CoRR, 2024

ResFields: Residual Neural Fields for Spatiotemporal Signals.

Marko Mihajlovic, Sergey Prokudin, Marc Pollefeys, Siyu Tang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction.

Marko Mihajlovic, Sergey Prokudin, Siyu Tang, Robert Maier, Federica Bogo, Tony Tung, Edmond Boyer

Proceedings of the Computer Vision - ECCV 2024, 2024

Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories.

Yan Zhang, Sergey Prokudin, Marko Mihajlovic, Qianli Ma, Siyu Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Creating a Digital Twin of Spinal Surgery: A Proof of Concept.

Jonas Hein, Frédéric Giraud, Lilian Calvet, Alexander Schwarz, Nicola Alessandro Cavalcanti, Sergey Prokudin, Mazda Farshad, Siyu Tang, Marc Pollefeys, Fabio Carrillo, Philipp Fürnstahl

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation.

Xiyi Chen, Marko Mihajlovic, Shaofei Wang, Sergey Prokudin, Siyu Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Dynamic Point Fields.

Sergey Prokudin, Qianli Ma, Maxime Raafat, Julien Valentin, Siyu Tang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

HARP: Personalized Hand Reconstruction from a Monocular RGB Video.

Korrawe Karunratanakul, Sergey Prokudin, Otmar Hilliges, Siyu Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

SMPLpix: Neural Avatars from 3D Human Models.

Sergey Prokudin, Michael J. Black, Javier Romero

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

Robust and Efficient Deep Visual Learning.

Sergey Prokudin

PhD thesis, 2020

Real Time Trajectory Prediction Using Deep Conditional Generative Models.

Sebastián Gómez-González, Sergey Prokudin, Bernhard Schölkopf, Jan Peters

IEEE Robotics Autom. Lett., 2020

2019

Efficient Learning on Point Clouds with Basis Point Sets.

Sergey Prokudin, Christoph Lassner, Javier Romero

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Deep Directional Statistics: Pose Estimation with Uncertainty Quantification.

Sergey Prokudin, Peter V. Gehler, Sebastian Nowozin

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Learning to Filter Object Detections.

Sergey Prokudin, Daniel Kappler, Sebastian Nowozin, Peter V. Gehler

Proceedings of the Pattern Recognition - 39th German Conference, 2017