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Dr. Vladislav Golyanik

Senior Researcher and Group Leader (MPI)
Saarland University Associate (SUA) Fellow
Acting Professor for Visual AI for Extended Reality (Bielefeld University)
4D and Quantum Vision
Max-Planck-Institut für Informatik
D6: Visual Computing and Artificial Intelligence
 office: Campus E1 4, Room 219
Saarland Informatics Campus
66123 Saarbrücken
Germany
 email: golyanik at mpi hyphen inf dot mpg dot de
 phone: +49 681 9325-4505
 fax: +49 681 9325-7505

NEWS

Open Positions

  • PhD positions, post-doc positions and internships are available. Check how to apply.
  • If you are interested in a bachelor/master thesis, an internship, research immersion lab (RIL) or a HiWi position on one of the topics listed below, do not hesitate to reach me out.

Research Profile

    I am currently leading "4D and Quantum Vision" group at Max Planck Institute for Informatics, D6 Department. Our primary principles are 1) quality first in pursuit of scientific innovation and 2) maintaining an inclusive and collaborative environment.

    Our world is inherently non-rigid at different spatial and temporal scales. Reconstructing it in 4D (3D+time) from visual observations remains challenging and has many practical applications. The challenges concern ill-posedness of the observations (e.g., monocular, which is of special interest) and scene conditions (e.g., partial observations, low light or high-speed motions), among others. To address those, 4DQV develops innovative approaches using RGB and event cameras for novel-view synthesis of deformable objects, humans and scenes; dense 3D deformation capture; sparse 3D pose estimation (hands and bodies); and generative 3D and video techniques. Furthermore, as a long-term goal, we investigate the advantages of quantum computational paradigms in solving combinatorial optimisation problems or providing alternatives to parameter-heavy neural networks in vision (e.g., in 3D scene representations learning, model fitting and mesh alignment aimed towards 4D reconstruction).

    My research interests include:
    • 3D Reconstruction and Neural Rendering of Non-Rigid Scenes (= 4D Object and Scene Reconstruction)
    • 4D Generative Models
    • Quantum-enhanced Computer Vision (QeCV) (predominantly 3D)

    Community service and recent event organisation:
    Selected Awards and Nominations:
    • Dissertation Award of the German Association for Pattern Recognition (2020)
    • Saarland University Associate (SUA) Fellowship Award (2026)
    • "Di Toppo Wassermann" grant for visiting professors at the University of Udine, Italy (2025)
    • Outstanding Area Chair at CVPR 2026
    • Nomination for the Best Paper Award at CVPR 2026
    • Nomination for the Best Paper Award at CVPR 2022
    • Best Student Paper Award at 3DV 2022

Teaching

Lectures: Seminars:

Recent Talks (with slides and recordings)

Publications

2026

    BERJAYA EgoForce: Forearm-Guided Camera-Space 3D Hand Pose from a Monocular Egocentric Camera.
    C. Millerdurai, S. Wang, Y. Xie, V. Golyanik, D. Stricker and A. Pagani.
    ACM SIGGRAPH Conference Proceedings, 2026.
    [paper] [project page]

    BERJAYA E-3DPSM: A State Machine for Event-Based Egocentric 3D Human Pose Estimation.
    M. Deshmukh, H. Akada, H. Rhodin, C. Theobalt and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR), 2026.
    [paper] [project page]

    BERJAYA SceMoS: Scene-Aware 3D Human Motion Synthesis by Planning with Geometry-Grounded Tokens.
    A. Ghosh, V. Golyanik, T. Komura, P. Slusallek, C. Theobalt and R. Dabral.
    Computer Vision and Pattern Recognition (CVPR), 2026.
    [paper] [project page]

    BERJAYA Relightable Holoported Characters: Capturing and Relighting Dynamic Human Performance from Sparse Views.
    K. M. Singh, J. Chen, V. Golyanik, S. J. Garbin, T. Beeler, R. Dabral, M. Habermann and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR), 2026. Oral and Award Candidate
    [paper] [project page] [dataset]

    BERJAYA ExposeAnyone: Personalized Audio-to-Expression Diffusion Models are Robust Zero-Shot Face Forgery Detectors.
    K. Shiohara, T. Yamasaki and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR) Findings, 2026.
    [paper] [project page] [dataset] [video]

    BERJAYA Non-Rigid 3D Shape Correspondences: From Foundations to Open Challenges and Opportunities.
    A. Zhuravlev*, L. Bastian*, D. Cao, N. El Amrani, P. Roetzer, V. Ehm, R. Marin, H. Nishizawa, S. Morishima, C. Theobalt, N. Navab, D. Cremers, F. Bernard, Z. Lähner and V. Golyanik.
    Eurographics 2026 (Full STARs)
    [paper] [project page] [slides]

    BERJAYA ∂∞-Grid: A Neural Differential Equation Solver with Differentiable Feature Grids.
    N. Kairanda, S. Naik, M. Habermann, A. Sharma, C. Theobalt and V. Golyanik.
    International Conference on Learning Representations (ICLR), 2026.
    [paper] [project page]

    BERJAYA Splat the Net: Radiance Fields with Splattable Neural Primitives.
    X. Zhou*, B-H. Nguyen*, L. Magne, V. Golyanik, T. Leimkühler and C. Theobalt.
    International Conference on Learning Representations (ICLR), 2026.
    [paper] [project page]

    BERJAYA Layered Quantum Architecture Search for 3D Point Cloud Classification.
    N. Kuete Meli, J. Lukasik, V. Golyanik and M. Moeller.
    International Conference on 3D Vision (3DV), 2026.
    [paper] [project page]

    BERJAYA Quantum Multiple Rotation Averaging.
    S. Wang, N. Kuete Meli, M. Moeller and V. Golyanik.
    International Conference on 3D Vision (3DV), 2026.
    [paper] [project page]

    BERJAYA GRMM: Real-Time High-Fidelity Gaussian Morphable Head Model with Learned Residuals.
    M. Mendiratta, M. Deshmukh, K. Teotia, V. Golyanik, A. Kortylewski and C. Theobalt.
    International Conference on 3D Vision (3DV), 2026.
    [paper] [project page]

    BERJAYA EventNeuS: 3D Mesh Reconstruction from a Single Event Camera.
    S. Sachan, V. Rudnev, M. Elgharib, C. Theobalt and V. Golyanik.
    International Conference on 3D Vision (3DV), 2026.
    [paper] [project page]

Preprints (arXiv)

    BERJAYA Quantum-enhanced Computer Vision: Going Beyond Classical Algorithms.
    N. Kuete Meli, S. Wang, M. Seelbach Benkner, M. Sasdelli, T.-J. Chin, T. Birdal, M. Moeller and V. Golyanik.
    arXiv, 2025.
    [link] [project page]

2025

    BERJAYA Quantum Visual Fields with Neural Amplitude Encoding.
    S. Wang, C. Theobalt and V. Golyanik.
    Neural Information Processing Systems (NeurIPS), 2025.
    [paper] [project page]

    BERJAYA Attention (as Discrete-Time Markov) Chains.
    Y. Erel*, O. Dünkel*, R. Dabral, V. Golyanik, C. Theobalt and A. H. Bermano.
    *Equal contribution
    Neural Information Processing Systems (NeurIPS), 2025.
    [paper] [project page]

    BERJAYA PractiLight: Practical Light Control Using Foundational Diffusion Models.
    Y. Erel, R. Dabral, V. Golyanik, A. H. Bermano and C. Theobalt.
    SIGGRAPH Asia, 2025 (ACM ToG article).
    [paper] [project page]

    BERJAYA Ev4DGS: Novel-view Rendering of Non-Rigid Objects from Monocular Event Streams.
    T. Nakabayashi, N. Kairanda, H. Saito and V. Golyanik.
    British Machine Vision Conference (BMVC), 2025.
    [paper] [project page]

    BERJAYA Bring Your Rear Cameras for Egocentric 3D Human Pose Estimation.
    H. Akada, J. Wang, V. Golyanik and C. Theobalt.
    International Conference on Computer Vision (ICCV), 2025
    [paper] [project page]

    BERJAYA HumanOLAT: A Large-Scale Dataset for Full-Body Human Relighting and Novel-View Synthesis.
    T. Teufel, P. Gera, X. Zhou, U. Iqbal, P. Rao,
    J. Kautz, V. Golyanik and C. Theobalt.
    International Conference on Computer Vision (ICCV), 2025
    [paper] [project page]

    BERJAYA DuetGen: Music Driven Two-Person Dance Generation via Hierarchical Masked Modeling.
    A. Ghosh, B. Zhou, R. Dabral, J. Wang, V. Golyanik, C. Theobalt, P. Slusallek and C. Guo.
    SIGGRAPH Conference Proceedings, 2025 (Oral).
    [paper] [project page]

    BERJAYA Denoising Functional Maps: Diffusion Models for Shape Correspondence.
    A. Zhuravlev, Z. Lähner and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR), 2025.
    [paper] [project page] [source code] [dataset]

    BERJAYA Thin-Shell-SfT: Fine-Grained Monocular Non-rigid 3D Surface Tracking with Neural Deformation Fields.
    N. Kairanda, M. Habermann, S. Naik, C. Theobalt and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR), 2025.
    [paper] [project page] [video]

    BERJAYA QuCOOP: A Versatile Framework for Solving Composite and Binary-Parametrised Problems on Quantum Annealers.
    N. Kuete Meli, V. Golyanik, M. Seelbach Benkner and M. Moeller.
    Computer Vision and Pattern Recognition (CVPR), 2025 (Highlight).
    [paper] [project page] [video] [source code]

    BERJAYA Outlier-Robust Multi-Model Fitting on Quantum Annealers.
    S. Pandey, L. Magri, F. Arrigoni and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR) Workshops, 2025.
    [paper] [project page] [video]

    BERJAYA Dynamic EventNeRF: Reconstructing General Dynamic Scenes from Multi-view RGB and Event Streams.
    V. Rudnev, G. Fox, M. Elgharib, C. Theobalt, V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR) Workshops, 2025.
    [paper] [project page] [source code] [dataset]

    BERJAYA BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects.
    W. Zhang, R. Dabral, V. Golyanik, V. Coutas, E. Alvarado, T. Beeler, M. Habermann and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR), 2025.
    [paper] [project page]

    BERJAYA D-NPC: Dynamic Neural Point Clouds for Non-Rigid View Synthesis from Monocular Video.
    M. Kappel, F. Hahlbohm, T. Scholz, S. Castillo, C. Theobalt, M. Eisemann, V. Golyanik and M. Magnor.
    Eurographics 2025 (full paper).
    [paper] [project page] [source code] [video]

    BERJAYA DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image.
    Q. Wu, Z. Dou, S. Xu, S. Shimada, C. Wang, Z. Yu, Y. Liu, C. Lin, Z. Cao, T. Komura, V. Golyanik, C. Theobalt, W. Wang and L. Liu.
    ICLR 2025.
    [paper] [project page] [source code] [video]

    BERJAYA EventEgo3D++: 3D Human Motion Capture from a Head-Mounted Event Camera.
    C. Millerdurai, H. Akada, J. Wang, D. Luvizon, A. Pagani, D. Stricker, C. Theobalt and V. Golyanik.
    International Journal for Computer Vision (IJCV), 2025.
    [paper] [project page] [source code] [new dataset]

    BERJAYA E-3DGS: Event-Based Novel View Rendering of Large-Scale Scenes Using 3D Gaussian Splatting.
    S. Zahid, V. Rudnev, E. Ilg and V. Golyanik.
    International Conference on 3D Vision (3DV), 2025.
    [paper] [project page] [poster]

    BERJAYA Betsu-Betsu: Separable 3D Reconstruction of Two Interacting Objects from Multiple Views.
    S. Gopal, R. Dabral, V. Golyanik and C. Theobalt.
    International Conference on 3D Vision (3DV), 2025.
    [paper] [project page] [poster]

2024

    BERJAYA NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory.
    N. Kairanda, M. Habermann, C. Theobalt and V. Golyanik.
    Neural Information Processing Systems (NeurIPS), 2024.
    [paper] [project page] [source code]

    BERJAYA Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients.
    M. Krahn, M. Sasdelli, F. Yang, V. Golyanik, J. Kannala, T.-J. Chin and T. Birdal.
    British Machine Vision Conference (BMVC), 2024.
    [paper] [project page]

    BERJAYA ReMoS: 3D Motion-Conditioned Reaction Synthesis for Two-Person Interactions.
    A. Ghosh, R. Dabral, V. Golyanik, C. Theobalt and P. Slusallek.
    European Conference on Computer Vision (ECCV), 2024.
    [paper] [project page] [dataset]

    BERJAYA Relightable Neural Actor with Intrinsic Decomposition and Pose Control.
    D. Luvizon, V. Golyanik, A. Kortylewski, M. Habermann and C. Theobalt.
    European Conference on Computer Vision (ECCV), 2024.
    [paper] [project page] [source code] [data]

    BERJAYA Promptable Game Models: Text-Guided Game Simulation via Masked Diffusion Models.
    W. Menapace, A. Siarohin, S. Lathuilière, P. Achlioptas, V. Golyanik, S. Tulyakov and E. Ricci.
    ACM Transactions on Graphics (ToG), 2024 (presented at SIGGRAPH 2024).
    [paper] [project page] [github] [bibtex]

    BERJAYA EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams.
    C. Millerdurai, H. Akada, J. Wang, D. Luvizon, C. Theobalt and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR), 2024.
    [paper] [project page]

    BERJAYA 3D Human Pose Perception from Egocentric Stereo Videos.
    H. Akada, J. Wang, V. Golyanik and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR), 2024;
    CVPR Highlight.
    [paper] [project page] [UnrealEgo Benckmark]

    BERJAYA VINECS: Video-based Neural Character Skinning.
    Z. Liao, V. Golyanik, M. Habermann and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR), 2024.
    [paper]

    BERJAYA Holoported Characters: Real-time Free-viewpoint Rendering of Humans from Sparse RGB Cameras.
    A. Shetty, M. Habermann, G. Sun, D. Luvizon, V. Golyanik and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR), 2024.
    [paper] [project page]

    BERJAYA State of the Art on Diffusion Models for Visual Computing.
    R. Po*, W. Yifan*, V. Golyanik*, K. Aberman, J. Barron, A. H. Bermano, E. R. Chan, T. Dekel, A. Holynski, A. Kanazawa, C. K. Liu, L. Liu, B. Mildenhall, M. Niessner, B. Ommer, C. Theobalt, P. Wonka and G. Wetzstein.
    *Equal contribution
    Eurographics 2024 (Full STARs).
    [paper] [project page] [bibtex]

    BERJAYA Recent Trends in 3D Reconstruction of General Non-Rigid Scenes.
    R. Yunus, J. E. Lenssen, M. Niemeyer, Y. Liao, C, Rupprecht, C. Theobalt, G. Pons-Moll, J.-B. Huang, V. Golyanik and E. Ilg.
    Eurographics 2024 (Full STARs).
    [paper] [talk slides] [project page] [bibtex]

    BERJAYA Fast Non-Rigid Radiance Fields from Monocularized Data.
    M. Kappel, V. Golyanik, S. Castillo, C. Theobalt and M. Magnor.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024.
    [paper] [project page] [source code] [bibtex] [video]

    BERJAYA 3D Pose Estimation of Two Interacting Hands from a Monocular Event Camera.
    C. Millerdurai, D. Luvizon, V. Rudnev, A. Jonas, J. Wang, C. Theobalt and V. Golyanik.
    International Conference on 3D Vision (3DV), 2024; Spotlight
    [paper] [project page] [poster]

    BERJAYA Quantum-Hybrid Stereo Matching With Nonlinear Regularization and Spatial Pyramids.
    C. Braunstein, E. Ilg and V. Golyanik.
    International Conference on 3D Vision (3DV), 2024.
    [paper] [project page]

    BERJAYA SceNeRFlow: Time-Consistent Reconstruction of General Dynamic Scenes.
    E. Tretschk, V. Golyanik, M. Zollhöfer, A. Bozic, C. Lassner and C. Theobalt.
    International Conference on 3D Vision (3DV), 2024.
    [paper] [project page]

    BERJAYA ROAM: Robust and Object-aware Motion Generation using Neural Pose Descriptors.
    W. Zhang, R. Dabral, T. Leimkühler, V. Golyanik*, M. Habermann* and C. Theobalt.
    * equal advising and contribution.
    International Conference on 3D Vision (3DV), 2024.
    [paper] [project page]

    BERJAYA MACS: Mass-Conditioned 3D Hand and Object Motion Synthesis.
    S. Shimada, F. Mueller, J. Bednařík, B. Doosti, B. Bickel, D. Tang, V. Golyanik, J. Taylor, C. Theobalt and T. Beeler.
    International Conference on 3D Vision (3DV), 2024.

    [paper] [project page]

2023

    BERJAYA Decaf: Monocular Deformation Capture for Face and Hand Interactions.
    S. Shimada, V. Golyanik, P. Pérez, and C. Theobalt.
    ACM Transactions on Graphics (TOG), SIGGRAPH Asia, 2023.
    [paper] [project page] [supplementary video]

    BERJAYA AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars.
    M. Mendiratta, X. Pan, M. Elgharib, K. Teotia, Mallikarjun B R, A. Tewari, V. Golyanik, A. Kortylewski and C. Theobalt.
    ACM Transactions on Graphics (TOG), SIGGRAPH ASIA, 2023.
    [arxiv] [project page]

    BERJAYA Discovering Fatigued Movements for Virtual Character Animation.
    N. Cheema, R, Xu, N. H. Kim, P. Hämäläinen, V. Golyanik, M. Habermann, C. Theobalt, P. Slusallek.
    SIGGRAPH ASIA, 2023 (conference paper).
    [arxiv] [project page]


    BERJAYA 3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds.
    L. Rathi, E. Tretschk, C. Theobalt, R. Dabral and V. Golyanik.
    British Machine Vision Conference (BMVC), 2023.
    [paper] [project page]

    BERJAYA EgoLocate: Real-time Motion Capture, Localization, and Mapping with Sparse Body-mounted Sensors.
    X. Yi, Y. Zhou, M. Habermann, V. Golyanik, S. Pan, C. Theobalt and F. Xu.
    SIGGRAPH, 2023.
    [arxiv] [project page] [source code]

    BERJAYA Quantum Multi-Model Fitting.
    M. Farina, L. Magri, W. Menapace, E. Ricci, V. Golyanik and F. Arrigoni.
    Computer Vision and Pattern Recognition (CVPR), 2023;
    CVPR Highlight (selected 10%).
    [paper] [project page] [source code]

    BERJAYA MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis.
    R. Dabral, M. H. Mughal, V. Golyanik and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR), 2023;
    CVPR Highlight (selected 10%).
    [paper] [project page] [bibtex]

    BERJAYA EventNeRF: Neural Radiance Fields from a Single Colour Event Camera.
    V. Rudnev, M. Elgharib, C. Theobalt, V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR), 2023.
    [paper] [project page] [bibtex]

    BERJAYA CCuantuMM: Cycle-Consistent Quantum-Hybrid Matching of Multiple Shapes.
    H. Bhatia, E. Tretschk, Z. Lähner, M. Seelbach Benkner, M. Moeller, C. Theobalt and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR), 2023.
    [paper] [project page] [source code]

    BERJAYA Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding.
    L. Jiang, Z. Yang, S. Shi, V. Golyanik, D. Dai and B. Schiele.
    Computer Vision and Pattern Recognition (CVPR), 2023.
    [paper]

    BERJAYA Unbiased 4D: Monocular 4D Reconstruction with a Neural Deformation Model.
    E. C. M. Johnson, M. Habermann, S. Shimada, V. Golyanik and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR) Workshops, 2023.
    [paper] [project page] [source code] [data] [bibtex]

    BERJAYA QuAnt: Quantum Annealing with Learnt Couplings.
    M. Seelbach Benkner, M. Krahn, E. Tretschk,
    Z. Lähner, M. Moeller and V. Golyanik.
    International Conference on Learning Representations (ICLR), 2023;
    Oral (top 25% of the accepted papers).
    [project page] [paper] [bibtex]


    BERJAYA State of the Art in Dense Monocular Non-Rigid 3D Reconstruction.
    E. Tretschk*, N. Kairanda*, M. B R, R. Dabral, A. Kortylewski, B. Egger, M. Habermann, P. Fua, C. Theobalt and V. Golyanik.
    * equal contribution.
    Eurographics 2023 (Full STARs).
    [draft] [project page] [bibtex]

    BERJAYA Scene-Aware 3D Multi-Human Motion Capture from a Single Camera.
    D. Luvizon, M. Habermann, V. Golyanik, A. Kortylewski and C. Theobalt.
    Eurographics 2023.
    [paper] [project page]

    BERJAYA IMoS: Intent-Driven Full-Body Motion Synthesis for Human-Object Interactions.
    A. Ghosh, R. Dabral, V. Golyanik, C. Theobalt and P. Slusallek.
    Eurographics 2023.
    [project page] [paper] [bibtex]

2022

    BERJAYA HiFECap: Monocular High-Fidelity and Expressive Capture of Human Performances.
    Y. Jiang, M. Habermann, V. Golyanik and C. Theobalt.
    British Machine Vision Conference (BMVC), 2022.
    [project page] [paper] [bibtex]

    BERJAYA Generation of Truly Random Numbers on a Quantum Annealer.
    H. Bhatia, E. Tretschk, C. Theobalt and V. Golyanik.
    IEEE Access 2022.
    [project page] [paper] [bibtex]

    BERJAYA Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization.
    A. Yurtsever, T. Birdal and V. Golyanik.
    European Conference on Computer Vision (ECCV), 2022.
    [project page] [paper] [bibtex] [poster]

    BERJAYA UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture.
    H. Akada, J. Wang, S. Shimada, M. Takahashi, C. Theobalt and V. Golyanik.
    European Conference on Computer Vision (ECCV), 2022.
    [project page] [paper] [bibtex]

    BERJAYA Quantum Motion Segmentation.
    F. Arrigoni, W. Menapace, M. Seelbach Benkner, E. Ricci and V. Golyanik.
    European Conference on Computer Vision (ECCV), 2022.
    [project page] [paper] [bibtex]

    BERJAYA HULC: 3D HUman Motion Capture with Pose Manifold Sampling and Dense Contact Guidance.
    S. Shimada, V. Golyanik, Z. Li, P. Pérez, W. Xu and C. Theobalt.
    European Conference on Computer Vision (ECCV), 2022.
    [paper] [project page]

    BERJAYA Neural Radiance Fields for Outdoor Scene Relighting.
    V. Rudnev, M. Elgharib, W. Smith, L. Liu, V. Golyanik and C. Theobalt.
    European Conference on Computer Vision (ECCV), 2022.
    [paper] [project page] [bibtex]

    BERJAYA MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes.
    Z. Li, S. Shimada, B. Schiele, C. Theobalt and V. Golyanik.
    International Conference on 3D Vision (3DV), 2022; Oral.
    Best Student Paper Award.
    [project page] [paper] [bibtex]

    BERJAYA φ-SfT: Shape-from-Template with a Physics-Based Deformation Model.
    N. Kairanda, E. Tretschk, M. Elgharib, C. Theobalt and V. Golyanik.
    Computer Vision and Pattern Recognition (CVPR), 2022.
    [paper] [project page] [source code] [bibtex]


    BERJAYA Playable Environments: Video Manipulation in Space and Time.
    W. Menapace, S. Lathuilière*, A. Siarohin, C. Theobalt*, S. Tulyakov*, V. Golyanik*, and E. Ricci*.
    * equal senior contribution.
    Computer Vision and Pattern Recognition (CVPR), 2022.
    [paper] [project page] [github] [bibtex]

    BERJAYA Advances in Neural Rendering.
    A. Tewari*, J. Thies*, B. Mildenhall*, P. Srinivasan*, E. Tretschk, Y. Wang, C. Lassner, V. Sitzmann, R. Martin-Brualla, S. Lombardi, C. Theobalt, M. Niessner, J. T. Barron, G. Wetzstein, M. Zollhöfer and V. Golyanik.
    * equal contribution.
    State of the Art Report at Eurographics 2022.
    [paper] [project page] [bibtex]

2021

    BERJAYA Convex Joint Graph Matching and Clustering via Semidefinite Relaxations.
    M. Krahn, F. Bernard and V. Golyanik.
    International Conference on 3D Vision (3DV), 2021.
    [paper] [project page] [bibtex]

    BERJAYA HumanGAN: A Generative Model of Human Images.
    K. Sarkar, L. Liu, V. Golyanik, and C. Theobalt.
    International Conference on 3D Vision (3DV), 2021; Oral
    [paper] [project page] [bibtex]

    BERJAYA HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks.
    J. Malik, S. Shimada, A. Elhayek, S. A. Ali, C. Theobalt, V. Golyanik and D. Stricker.
    Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
    [IEEE Xplore] [arXiv.org] [project page] [bibtex]


    BERJAYA Gravity-Aware 3D Human-Object Reconstruction.
    R. Dabral, S. Shimada, A. Jain, C. Theobalt and V. Golyanik.
    International Conference on Computer Vision (ICCV), 2021.
    [paper] [project page] [bibtex]



    BERJAYA Q-Match: Iterative Shape Matching via Quantum Annealing.
    M. Seelbach Benkner, Z. Lähner, V. Golyanik, C. Wunderlich, C. Theobalt and M. Moeller.
    International Conference on Computer Vision (ICCV), 2021.
    [paper] [project page] [bibtex]


    BERJAYA Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video.
    E. Tretschk, A. Tewari, V. Golyanik, M. Zollhöfer, C. Lassner and C. Theobalt.
    International Conference on Computer Vision (ICCV), 2021.
    [paper] [project page] [source code] [bibtex]

    BERJAYA Neural Monocular 3D Human Motion Capture with Physical Awareness.
    ("Neural PhysCap")
    S. Shimada, V. Golyanik, W. Xu, P. Pérez and C. Theobalt.
    SIGGRAPH, 2021.
    [paper] [arXiv] [bibtex] [project page] [source code]


    BERJAYA High-Fidelity Neural Human Motion Transfer from Monocular Video.
    M. Kappel, V. Golyanik, M. Elgharib, J.-O. Henningson, H.-P. Seidel, S. Castillo, C. Theobalt and M. Magnor.
    Computer Vision and Pattern Recognition (CVPR), 2021; Oral.
    [paper] [project page] [bibtex] [source code]

    BERJAYA Pose-Guided Human Animation from a Single Image in the Wild.
    J. S. Yoon, L. Liu, V. Golyanik, K. Sarkar, H. S. Park, and C. Theobalt.
    Computer Vision and Pattern Recognition (CVPR), 2021.
    [paper] [project page] [video] [bibtex]


    BERJAYA Fast Gravitational Approach for Rigid Point Set Registration with Ordinary Differential Equations.
    S. A. Ali, K. Kahraman, C. Theobalt, D. Stricker and V. Golyanik.
    IEEE Access, 2021.
    [paper] [arXiv] [project page] [bibtex]

2020

    BERJAYA PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time.
    S. Shimada, V. Golyanik, W. Xu and C. Theobalt.
    SIGGRAPH Asia, 2020.
    [paper (arXiv.org)] [bibtex] [project page]

    BERJAYA Egocentric Videoconferencing.
    M. Mendiratta*, M. Elgharib*, J. Thies, M. Nießner, H.-P. Seidel, A. Tewari,
    V. Golyanik and C. Theobalt.
    * equal contribution.
    SIGGRAPH Asia, 2020.
    [draft] [supplement] [bibtex] [project page]

    BERJAYA Fast Simultaneous Gravitational Alignment of Multiple Point Sets.
    V. Golyanik, S. Shimada and C. Theobalt.
    3DV, 2020; Oral.
    [draft] [bibtex] [project page]

    BERJAYA Adiabatic Quantum Graph Matching with Permutation Matrix Constraints.
    M. Seelbach Benkner, V. Golyanik, C. Theobalt and M. Moeller.
    3DV, 2020.
    [draft] [supplement] [bibtex] [project page]



    BERJAYA HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization.
    N. Qian, J. Wang, F. Müller, F. Bernard, V. Golyanik and C. Theobalt.
    European Conference on Computer Vision (ECCV), 2020.
    [paper] [supplement] [video] [bibtex] [project page]




    BERJAYA A Quantum Computational Approach to Correspondence Problems on Point Sets.
    V. Golyanik and C. Theobalt.
    In Computer Vision and Pattern Recognition (CVPR), 2020.
    [paper] [slides] [poster] [bibtex] [arXiv] [project page]

    BERJAYA EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera.
    L. Xu, W. Xu, V. Golyanik, M. Habermann, L. Fang and C. Theobalt.
    In Computer Vision and Pattern Recognition (CVPR), 2020; Oral
    [paper] [supplement] [bibtex] [arXiv] [project page]


    BERJAYA HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map.
    J. Malik, I. Abdelaziz, A. Elhayek, S. Shimada, S. A. Ali, V. Golyanik, C. Theobalt and D. Stricker.
    In Computer Vision and Pattern Recognition (CVPR), 2020.
    [paper] [supplement] [bibtex] [arXiv] [project page]



2019 and before (selected publications)

    BERJAYA Structure from Articulated Motion: Accurate and Stable Monocular 3D Reconstruction without Training Data.
    O. Kovalenko, V. Golyanik, J. Malik, A. Elhayek and D. Stricker.
    Sensors (Volume 19, Issue 20), 2019.
    [paper] [project page]


    BERJAYA DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning Proxies.
    S. Shimada, V. Golyanik, E. Tretschk, D. Stricker and C. Theobalt.
    In International Conference on 3D Vision (3DV), 2019; Oral
    [paper] [poster] [presentation] [project page] [arXiv] [bibtex]

    BERJAYA IsMo-GAN: Adversarial Learning for Monocular Non-Rigid 3D Reconstruction.
    S. Shimada, V. Golyanik, C. Theobalt and D. Stricker.
    Computer Vision and Pattern Recognition Workshops
    (Photogrammetric Computer Vision Workshop), 2019; Oral
    [paper] [bibtex] [arXiv] [project page]

    BERJAYA Consolidating Segmentwise Non-Rigid Structure from Motion.
    V. Golyanik, A. Jonas and D. Stricker.
    Machine Vision Applications (MVA), 2019; Oral
    [paper] [project page] [bibtex]

    BERJAYA NRGA: Gravitational Approach for Non-Rigid Point Set Registration.
    S. A. Ali. V. Golyanik and D. Stricker.
    International Conference on 3D Vision (3DV), 2018; Oral
    [paper] [Supplementary Video (Download, YouTube)] [poster] [bibtex]


    BERJAYA HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model.
    V. Golyanik, S. Shimada, K. Varanasi and D. Stricker.
    EuroVR, 2018; Oral (Long Paper)
    [paper] [HDM-Net data set] [bibtex]

    BERJAYA Multiframe Scene Flow with Piecewise Rigid Motion.
    V. Golyanik, K. Kim, R. Maier, M. Nießner, D. Stricker and J. Kautz.
    International Conference on 3D Vision (3DV), 2017; Spotlight Oral
    [paper] [arXiv] [supplementary material] [poster] [bibtex]

    BERJAYA Scalable Dense Monocular Surface Reconstruction.
    M.D.Ansari, V. Golyanik and D. Stricker.
    International Conference on 3D Vision (3DV), 2017.
    [paper] [arXiv] [bibtex]

    BERJAYA A Framework for an Accurate Point Cloud Based Registration of Full 3D Human Body Scans.
    V. Golyanik, G. Reis, B. Taetz and D. Stricker.
    Machine Vision Applications (MVA), 2017.
    [paper] [bibtex]

    BERJAYA Dense Batch Non-Rigid Structure from Motion in a Second.
    V. Golyanik and D. Stricker.
    Winter Conference on Applications of Computer Vision (WACV), 2017.
    [paper] [supplementary video] [poster] [bibtex]

    BERJAYA Accurate 3D Reconstruction of Dynamic Scenes from Monocular Image Sequences with Severe Occlusions.
    V. Golyanik, T. Fetzer and D. Stricker.
    Winter Conference on Applications of Computer Vision (WACV), 2017.
    [paper] [supplementary material] [poster] [arXiv] [bibtex]

    BERJAYA Gravitational Approach for Point Set Registration.
    V. Golyanik, S. A. Ali and D. Stricker.
    Computer Vision and Pattern Recognition (CVPR), 2016.
    [paper] [supplementary material] [bibtex]

    BERJAYA Extended Coherent Point Drift Algorithm with Correspondence Priors and Optimal Subsampling.
    V. Golyanik, B. Taetz, G. Reis and D. Stricker.
    Winter Conference on Applications of Computer Vision (WACV), 2016.
    [paper] [poster] [bibtex] [WACV Talk]

    BERJAYA Occlusion-Aware Video Registration for Highly Non-Rigid Objects.
    B. Taetz, G. Bleser, V. Golyanik and D. Stricker.
    Winter Conference on Applications of Computer Vision (WACV), 2016.
    Best Paper Award.
    [paper] [supplementary material] [bibtex] [WACV Talk]