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%+ Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing [...] %+ Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing [...] %+ Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing

Bhatnagar, J. E. Lenssen, and G. Pons-Moll “Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition [...] Zhou, B. L. Bhatnagar, J. E. Lenssen, and G. Pons-Moll “GEARS: Local Geometry-aware Hand-object Interaction Synthesis,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), Seattle [...] paper D2 X. Xie, B. L. Bhatnagar, and G. Pons-Moll “Visibility Aware Human-Object Interaction Tracking from Single RGB Camera,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023)

Schiele, Bernt %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning [...] Bhatnagar, J. E. Lenssen, and G. Pons-Moll “Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition [...] Free Reconstruction of Human-object Interaction with Procedural Interaction Generation}, AUTHOR = {Xie, Xianghui and Bhatnagar, Bharat Lal and Lenssen, Jan Eric and Pons-Moll, Gerard}, LANGUAGE = {eng}

D2 J. Chibane, T. Alldieck, and G. Pons-Moll “Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020) [...] Research Departments Computer Vision and Machine Learning People Alumni and Former Members Thiemo Alldieck Thiemo Alldieck (Guest) Personal Information Visiting PhD student at the "Real Virtual Humans" [...] Conference paper D2 A. Mir, T. Alldieck, and G. Pons-Moll “Learning to Transfer Texture from Clothing Images to 3D Humans,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle

paper D2 X. Zhang, B. L. Bhatnagar, S. Starke, V. Guzov, and G. Pons-Moll “COUCH: Towards Controllable Human-Chair Interactions,” in Computer Vision -- ECCV 2022, Tel Aviv, Israel, 2022. [...] Research Departments Computer Vision and Machine Learning People Xiaohan Zhang Xiaohan Zhang (PhD Student) MSc Xiaohan Zhang Address Max-Planck-Institut für Informatik Saarland Informatics Campus Campus

all these networks on a range of common adversarial attacks and corruption types and introduce a database on neural architecture design and robustness evaluations. We further present three exemplary use [...] Keuper, and M. Keuper “FrequencyLowCut Pooling - Plug & Play against Catastrophic Overfitting,” in Computer Vision -- ECCV 2022, Tel Aviv, Israel, 2022. 7 Conference paper D2 J. Lukasik, S. Jung, and M. Keuper [...] can produce good solutions in practice while providing lower computation times and largely improved scalability compared to LP solvers and optimized heuristics, especially when considering large instances

especially image perception under domain shift, and 3D computer vision. Education/ Research Experience Jun. 2022 - Present: PhD student in Computer Vision and Machine Learning, Max Planck Institute for I [...] intern in Computer Vision and Machine Learning, Max Planck Institute for Informatics, Germany (Advisors: Prof. Dr. Bernt Schiele and Dr. Dengxin Dai) Dec. 2020 - Nov. 2021: Research intern in Computer Vision [...] respecting interactions of a subject with complex and possibly deformable environments is a very challenging, ill-posed and under-explored problem. Existing methods address it only weakly and do not model

{Yunus, Raza and Lenssen, Jan Eric and Niemeyer, Michael and Liao, Yiyi and Rupprecht, Christian and Theobalt, Christian and Pons-Moll, Gerard and Huang, Jia-Bin and Golyanik, Vladislav and Ilg,, Eddy} [...] {Mehta, Dushyant and Sotnychenko, Oleksandr and Mueller, Franziska and Xu, Weipeng and Elgharib, Mohamed and Fua, Pascal and Seidel, Hans-Peter and Rhodin, Helge and Pons-Moll, Gerard and Theobalt, Christian} [...] {Mehta, Dushyant and Sotnychenko, Oleksandr and Mueller, Franziska and Xu, Weipeng and Elgharib, Mohamed and Fua, Pascal and Seidel, Hans-Peter and Rhodin, Helge and Pons-Moll, Gerard and Theobalt, Christian}

%+ Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing [...] Society Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing, MPI for Informatics, Max Planck Society Computer Vision and Multimodal Computing [...] Shape Biased and Can We Steer Them?}, AUTHOR = {Gavrikov, Paul and Lukasik, Jovita and Jung, Steffen and Geirhos, Robert and Lamm, Bianca and Mirza, Muhammad Jehanzeb and Keuper, Margret and Keuper, Janis}

TITLE = {Interaction Replica: {T}racking Human--Object Interaction and Scene Changes From Human Motion}, AUTHOR = {Guzov, Vladimir and Chibane, Julian and Marin, Riccardo and He, Yannan and Saracoglu [...] Pons-Moll, Gerard %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning [...] Pons-Moll, Gerard %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning