Sergey Prokudin

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Siyu TangETH ZürichVerified email at inf.ethz.ch
Javier RomeroReality Labs Research, MetaVerified email at tuebingen.mpg.de
Moritz ZaissPh.D.Verified email at tuebingen.mpg.de
Klaus SchefflerTübingenVerified email at tuebingen.mpg.de
Sebastian NowozinGoogle DeepMindVerified email at deepmind.com
Peter GehlerZalandoVerified email at zalando.de
Christoph LassnerVerified email at christophlassner.de
Benjamin BenderAttending Neuroradiologist, University Hospital TübingenVerified email at med.uni-tuebingen.de
Anagha Deshmane, PhDNeuroradiology, Universitaetsklinikum Tuebingen, GermanyVerified email at uni-tuebingen.de
Michael J. BlackMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Qianli MaNVIDIAVerified email at nvidia.com
Sebastian Gomez-GonzalezGoogleVerified email at tue.mpg.de
Jan PetersProfessor for Intelligent Autonomous Systems/TU Darmstadt, Dept. Head/German AI Research Center DFKIVerified email at ias.tu-darmstadt.de
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Julien ValentinMicrosoftVerified email at microsoft.com
Marko MihajlovicPhD Student, ETH ZurichVerified email at inf.ethz.ch
Korrawe KarunratanakulPhD student, ETH ZurichVerified email at inf.ethz.ch
Otmar HilligesProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Marc PollefeysProfessor of Computer Science, ETH Zurich, and Director Mixed Reality and AI Lab Zurich, MicrosoftVerified email at inf.ethz.ch
Maxime RaafatStudent, ETH ZurichVerified email at inf.ethz.ch

Sergey Prokudin

ETH Zürich

Verified email at inf.ethz.ch - Homepage

computer vision machine learning


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Deep directional statistics: Pose estimation with uncertainty quantification S Prokudin, P Gehler, S Nowozin Proceedings of the European conference on computer vision (ECCV), 534-551, 2018	106	2018
Efficient learning on point clouds with basis point sets S Prokudin, C Lassner, J Romero The IEEE International Conference on Computer Vision (ICCV), 4332--4341, 2019	98	2019
DeepCEST 3T: Robust MRI parameter determination and uncertainty quantification with neural networks—application to CEST imaging of the human brain at 3T F Glang, A Deshmane, S Prokudin, F Martin, K Herz, T Lindig, B Bender, ... Magnetic resonance in medicine 84 (1), 450-466, 2020	73	2020
SMPLpix: Neural Avatars from 3D Human Models S Prokudin, MJ Black, J Romero Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020	65	2020
Real time trajectory prediction using deep conditional generative models S Gomez-Gonzalez, S Prokudin, B Schölkopf, J Peters IEEE Robotics and Automation Letters 5 (2), 970-976, 2020	38	2020
Harp: Personalized hand reconstruction from a monocular rgb video K Karunratanakul, S Prokudin, O Hilliges, S Tang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023	18	2023
Dynamic point fields S Prokudin, Q Ma, M Raafat, J Valentin, S Tang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023	16	2023
System and method for evaluating malware detection rules AM Romanenko, IO Tolstikhin, SV Prokudin US Patent 9,171,155, 2015	9	2015
Resfields: Residual neural fields for spatiotemporal signals M Mihajlovic, S Prokudin, M Pollefeys, S Tang arXiv preprint arXiv:2309.03160, 2023	7	2023
Learning to filter object detections S Prokudin, D Kappler, S Nowozin, P Gehler Pattern Recognition: 39th German Conference, GCPR 2017, Basel, Switzerland …, 2017	7	2017
Image generation from 3D model using neural network S Prokudin, JR Gonzalez-Nicolas, MJ Black US Patent 11,403,800, 2022	3	2022
Rapid point cloud alignment and classification with basis set learning JR Gonzalez-Nicolas, S Prokudin, C Lassner US Patent 11,176,693, 2021	3	2021
System and method for generating sets of antivirus records for detection of malware on user devices SV Prokudin US Patent 9,654,486, 2017	2*	2017
Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation X Chen, M Mihajlovic, S Wang, S Prokudin, S Tang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024	1	2024
Machine learning based processing of magnetic resonance data, including an uncertainty quantification M Zaiss, F Glang, S Prokudin, K Scheffler US Patent 11,965,946, 2024		2024
Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories Y Zhang, S Prokudin, M Mihajlovic, Q Ma, S Tang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024		2024
Creating a Digital Twin of Spinal Surgery: A Proof of Concept J Hein, F Giraud, L Calvet, A Schwarz, NA Cavalcanti, S Prokudin, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024		2024
Robust and efficient deep visual learning S Prokudin Universität Tübingen, 2020		2020
DeepCEST 3T: Robust neural network prediction of 3T CEST MRI parameters including uncertainty quantification F Glang, A Deshmane, S Prokudin, F Martin, K Herz, T Lindig, B Bender, ... 2020 ISMRM & SMRT Virtual Conference & Exhibition, 216, 2020		2020
Dynamic Point Fields Supplementary Material S Prokudin, Q Ma, M Raafat, J Valentin, S Tang

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