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Human Aspects of Machine Learning

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Perceiving Systems Ph.D. Thesis Beyond the Surface: Statistical Approaches to Internal Anatomy Prediction Keller, M. University of Tübingen, November 2024 (Published) pdf URL BibTeX
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Perceiving Systems Ph.D. Thesis Learning Digital Humans from Vision and Language Feng, Y. ETH Zürich, October 2024 (Published) pdf DOI URL BibTeX
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Perceiving Systems Ph.D. Thesis Realistic Digital Human Characters: Challenges, Models and Algorithms Osman, A. A. A. University of Tübingen, September 2024 (Published) Thesis DOI BibTeX
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Perceiving Systems Ph.D. Thesis Leveraging Unpaired Data for the Creation of Controllable Digital Humans Sanyal, S. Max Planck Institute for Intelligent Systems and Eberhard Karls Universität Tübingen, November 2024 (Published) download BibTeX
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Perceiving Systems Ph.D. Thesis Modelling Dynamic 3D Human-Object Interactions: From Capture to Synthesis Taheri, O. University of Tübingen, July 2024, Accepted (Accepted) BibTeX
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Perceiving Systems Ph.D. Thesis Self- and Interpersonal Contact in 3D Human Mesh Reconstruction Müller, L. University of Tübingen, Tübingen, March 2024 (Published) download Thesis DOI BibTeX
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Perceiving Systems Ph.D. Thesis Natural Language Control for 3D Human Motion Synthesis Petrovich, M. LIGM, Ecole des Ponts, Univ Gustave Eiffel, CNRS, 2024 (Published) Thesis BibTeX
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Perceiving Systems Ph.D. Thesis Neural Shape Modeling of 3D Clothed Humans Ma, Q. October 2023 (Published) download Thesis DOI BibTeX
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Perceiving Systems Ph.D. Thesis Reconstruction and Synthesis of Human-Scene Interaction Hassan, M. University of Tübingen, February 2023 (Published) download pdf DOI BibTeX
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Perceiving Systems Ph.D. Thesis Learning Clothed 3D Human Models with Articulated Neural Implicit Representations Chen, X. July 2023 (Published) download DOI BibTeX
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Perceiving Systems Ph.D. Thesis Monocular 3D Shape and Pose Estimation for Humans and Animals Rueegg, N. 2023 (Published) download pdf DOI BibTeX
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Perceiving Systems Ph.D. Thesis Reining in the Deep Generative Models Ghosh, P. University of Tübingen, May 2023 (Published) download pdf DOI BibTeX
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Perceiving Systems Ph.D. Thesis Reconstructing Expressive 3D Humans from RGB Images Choutas, V. ETH Zurich, Max Planck Institute for Intelligent Systems and ETH Zurich, December 2022 (Published) pdf DOI BibTeX
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Perceiving Systems Ph.D. Thesis Whole-Body Motion Capture and Beyond: From Model-Based Inference to Learning-Based Regression Huang, Y. University of Tübingen, December 2022 (Published) download Thesis DOI BibTeX
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Perceiving Systems Ph.D. Thesis Addressing the Data Scarcity of Learning-based Optical Flow Approaches Janai, J. University of Tübingen, July 2020 (Published) download DOI BibTeX
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Perceiving Systems Ph.D. Thesis Towards Geometric Understanding of Motion Ranjan, A. University of Tübingen, December 2019 () PhD Thesis BibTeX
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Perceiving Systems Ph.D. Thesis Model-based Optical Flow: Layers, Learning, and Geometry Wulff, J. Tuebingen University, April 2018 (Published) Official link DOI BibTeX
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Perceiving Systems Ph.D. Thesis Combining Data-Driven 2D and 3D Human Appearance Models Lassner, C. Eberhard Karls Universität Tübingen, 2018 () BibTeX
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Perceiving Systems Ph.D. Thesis Human Shape Estimation using Statistical Body Models Loper, M. M. University of Tübingen, May 2017 () Official Version BibTeX
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Perceiving Systems Ph.D. Thesis Capturing Hand-Object Interaction and Reconstruction of Manipulated Objects Tzionas, D. University of Bonn, 2017 () Thesis URL BibTeX
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Perceiving Systems Ph.D. Thesis Learning Inference Models for Computer Vision Jampani, V. MPI for Intelligent Systems and University of Tübingen, 2017 () pdf BibTeX
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Perceiving Systems Ph.D. Thesis Non-parametric Models for Structured Data and Applications to Human Bodies and Natural Scenes Lehrmann, A. ETH Zurich, July 2016 () pdf BibTeX
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Perceiving Systems Ph.D. Thesis Shape Models of the Human Body for Distributed Inference Zuffi, S. Brown University, May 2015 () PDF BibTeX
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Perceiving Systems Ph.D. Thesis From Scans to Models: Registration of 3D Human Shapes Exploiting Texture Information Bogo, F. University of Padova, March 2015 () BibTeX
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Perceiving Systems Ph.D. Thesis Long Range Motion Estimation and Applications Sevilla-Lara, L. Long Range Motion Estimation and Applications, University of Massachusetts Amherst, University of Massachusetts Amherst, February 2015 (Published) BibTeX
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Perceiving Systems Ph.D. Thesis Modeling the Human Body in 3D: Data Registration and Human Shape Representation Tsoli, A. Brown University, Department of Computer Science, May 2014 () pdf BibTeX
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Perceiving Systems Ph.D. Thesis Statistics on Manifolds with Applications to Modeling Shape Deformations Freifeld, O. Brown University, August 2013 () pdf BibTeX
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Perceiving Systems Ph.D. Thesis Virtual Human Bodies with Clothing and Hair: From Images to Animation Guan, P. Brown University, Department of Computer Science, December 2012 () BibTeX
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Perceiving Systems Ph.D. Thesis From Pixels to Layers: Joint Motion Estimation and Segmentation Sun, D. Brown University, Department of Computer Science, July 2012 () pdf BibTeX
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