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Michael J. Black

Max Planck Institute for Intelligent Systems

gDNA: Towards Generative Detailed Neural Avatars


Jan 11, 2022
Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black, Andreas Geiger, Otmar Hilliges

* Project page: https://xuchen-ethz.github.io/gdna/ 

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Embodied Hands: Modeling and Capturing Hands and Bodies Together


Jan 07, 2022
Javier Romero, Dimitrios Tzionas, Michael J. Black

* ACM Transactions on Graphics, Vol. 36, No. 6, Article 245. Publication date: November 2017 
* SIGGRAPH ASIA 2017 

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GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping


Dec 21, 2021
Omid Taheri, Vasileios Choutas, Michael J. Black, Dimitrios Tzionas


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ICON: Implicit Clothed humans Obtained from Normals


Dec 16, 2021
Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas, Michael J. Black

* 21 pages, 18 figures, 7 tables. Project page: https://github.com/YuliangXiu/ICON 

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Putting People in their Place: Monocular Regression of 3D People in Depth


Dec 15, 2021
Yu Sun, Wu Liu, Qian Bao, Yili Fu, Tao Mei, Michael J. Black

* Code will be available at https://github.com/Arthur151/ROMP 

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I M Avatar: Implicit Morphable Head Avatars from Videos


Dec 15, 2021
Yufeng Zheng, Victoria Fernández Abrevaya, Xu Chen, Marcel C. Bühler, Michael J. Black, Otmar Hilliges


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InvGAN: Invertible GANs


Dec 10, 2021
Partha Ghosh, Dominik Zietlow, Michael J. Black, Larry S. Davis, Xiaochen Hu


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Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency


Oct 11, 2021
Soubhik Sanyal, Alex Vorobiov, Timo Bolkart, Matthew Loper, Betty Mohler, Larry Davis, Javier Romero, Michael J. Black

* International Conference on Computer Vision (ICCV) 

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SOMA: Solving Optical Marker-Based MoCap Automatically


Oct 09, 2021
Nima Ghorbani, Michael J. Black

* ICCV 2021 

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Learning to Regress Bodies from Images using Differentiable Semantic Rendering


Oct 07, 2021
Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas, Michael J. Black

* ICCV2021 

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SPEC: Seeing People in the Wild with an Estimated Camera


Oct 01, 2021
Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch, Lea Müller, Otmar Hilliges, Michael J. Black


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Autonomous Blimp Control using Deep Reinforcement Learning


Sep 27, 2021
Yu Tang Liu, Eric Price, Pascal Goldschmid, Michael J. Black, Aamir Ahmad


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The Power of Points for Modeling Humans in Clothing


Sep 02, 2021
Qianli Ma, Jinlong Yang, Siyu Tang, Michael J. Black

* In ICCV 2021. Project page: https://qianlim.github.io/POP 

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Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-pixel Part Segmentation


Jul 01, 2021
Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges


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BABEL: Bodies, Action and Behavior with English Labels


Jun 23, 2021
Abhinanda R. Punnakkal, Arjun Chandrasekaran, Nikos Athanasiou, Alejandra Quiros-Ramirez, Michael J. Black

* 11 pages, 4 figures, Accepted in CVPR'21 

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hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition


Jun 18, 2021
Ci Li, Nima Ghorbani, Sofia Broomé, Maheen Rashid, Michael J. Black, Elin Hernlund, Hedvig Kjellström, Silvia Zuffi

* CV4Animals Workshop in CVPR 2021 

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Active Visual SLAM with independently rotating camera


May 19, 2021
Elia Bonetto, Pascal Goldschmid, Michael J. Black, Aamir Ahmad

* 8 pages, 8 figures, 8 tables. Submitted to ECMR2021 

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Collaborative Regression of Expressive Bodies using Moderation


May 11, 2021
Yao Feng, Vasileios Choutas, Timo Bolkart, Dimitrios Tzionas, Michael J. Black

* 20 pages. The first two authors contributed equally to this work 

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AGORA: Avatars in Geography Optimized for Regression Analysis


Apr 29, 2021
Priyanka Patel, Chun-Hao P. Huang, Joachim Tesch, David T. Hoffmann, Shashank Tripathi, Michael J. Black

* CVPR 2021 

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PARE: Part Attention Regressor for 3D Human Body Estimation


Apr 17, 2021
Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. Black


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SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements


Apr 15, 2021
Qianli Ma, Shunsuke Saito, Jinlong Yang, Siyu Tang, Michael J. Black

* In CVPR 2021. Project page: https://qianlim.github.io/SCALE 

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LEAP: Learning Articulated Occupancy of People


Apr 14, 2021
Marko Mihajlovic, Yan Zhang, Michael J. Black, Siyu Tang

* In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021 

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Action-Conditioned 3D Human Motion Synthesis with Transformer VAE


Apr 12, 2021
Mathis Petrovich, Michael J. Black, Gül Varol

* 14 pages, 7 figures 

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SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes


Apr 08, 2021
Xu Chen, Yufeng Zheng, Michael J. Black, Otmar Hilliges, Andreas Geiger

* video: https://youtu.be/rCEpFTKjFHE ; supplementary materials: https://bit.ly/3t1Tk6F 

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On Self-Contact and Human Pose


Apr 08, 2021
Lea Müller, Ahmed A. A. Osman, Siyu Tang, Chun-Hao P. Huang, Michael J. Black

* Accepted in CVPR'21 (oral). Project page: https://tuch.is.tue.mpg.de/ 

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SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks


Apr 08, 2021
Shunsuke Saito, Jinlong Yang, Qianli Ma, Michael J. Black

* CVPR 2021 (oral). Project page: https://scanimate.is.tue.mpg.de 

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iRotate: Active Visual SLAM for Omnidirectional Robots


Mar 22, 2021
Elia Bonetto, Pascal Goldschmid, Michael Pabst, Michael J. Black, Aamir Ahmad

* 8 pages, 10 figures, 7 tables. Submitted to RA-L + IROS2021 

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