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Neural RGB-D Surface Reconstruction


Apr 09, 2021
Dejan Azinović, Ricardo Martin-Brualla, Dan B Goldman, Matthias Nießner, Justus Thies

* Project page: https://dazinovic.github.io/neural-rgbd-surface-reconstruction/ Video: https://youtu.be/iWuSowPsC3g 

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Dynamic Surface Function Networks for Clothed Human Bodies


Apr 08, 2021
Andrei Burov, Matthias Nießner, Justus Thies

* Video: https://youtu.be/4wbSi9Sqdm4 | Project page: https://github.com/andreiburov/DSFN 

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NPMs: Neural Parametric Models for 3D Deformable Shapes


Apr 01, 2021
Pablo Palafox, Aljaž Božič, Justus Thies, Matthias Nießner, Angela Dai

* Video: https://youtu.be/muZXXgkkMPY 

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RetrievalFuse: Neural 3D Scene Reconstruction with a Database


Mar 31, 2021
Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai

* Project Page: https://nihalsid.github.io/retrieval-fuse/ 

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Catching Out-of-Context Misinformation with Self-supervised Learning


Jan 27, 2021
Shivangi Aneja, Christoph Bregler, Matthias Nießner

* Video : https://youtu.be/sI37CsBWj08 

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SceneFormer: Indoor Scene Generation with Transformers


Dec 17, 2020
Xinpeng Wang, Chandan Yeshwanth, Matthias Nießner


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Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts


Dec 16, 2020
Ji Hou, Benjamin Graham, Matthias Nießner, Saining Xie

* project page: https://sekunde.github.io/project_efficient/ 

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Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences


Dec 16, 2020
Norman Müller, Yu-Shiang Wong, Niloy J. Mitra, Angela Dai, Matthias Nießner

* Video: https://youtu.be/F2zs9AMRxeg 

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Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos


Dec 08, 2020
Kevis-Kokitsi Maninis, Stefan Popov, Matthias Nießner, Vittorio Ferrari

* Video: https://www.youtube.com/watch?v=R1cXg0vpwe4 | Project page: https://www.kmaninis.com/vid2cad/ 

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Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction


Dec 05, 2020
Guy Gafni, Justus Thies, Michael Zollhöfer, Matthias Nießner

* Video: https://youtu.be/m7oROLdQnjk | Project page: https://gafniguy.github.io/4D-Facial-Avatars/ 

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ID-Reveal: Identity-aware DeepFake Video Detection


Dec 04, 2020
Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva

* Video: https://www.youtube.com/watch?v=RsFxsOLvRdY 

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Scan2Cap: Context-aware Dense Captioning in RGB-D Scans


Dec 03, 2020
Dave Zhenyu Chen, Ali Gholami, Matthias Nießner, Angel X. Chang

* Video: https://youtu.be/AgmIpDbwTCY 

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Neural Deformation Graphs for Globally-consistent Non-rigid Reconstruction


Dec 02, 2020
Aljaž Božič, Pablo Palafox, Michael Zollhöfer, Justus Thies, Angela Dai, Matthias Nießner

* Video: https://youtu.be/vyq36eFkdWo 

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RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction


Nov 30, 2020
Yinyu Nie, Ji Hou, Xiaoguang Han, Matthias Nießner


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Face2Face: Real-time Face Capture and Reenactment of RGB Videos


Jul 29, 2020
Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, Matthias Nießner

* CVPR2016 
* https://justusthies.github.io/posts/acm-research-highlight/ 

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Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition


Jul 01, 2020
Hassan Abu Alhaija, Siva Karthik Mustikovela, Justus Thies, Varun Jampani, Matthias Nießner, Andreas Geiger, Carsten Rother


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SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans


Jun 25, 2020
Angela Dai, Yawar Siddiqui, Justus Thies, Julien Valentin, Matthias Nießner

* Video: https://youtu.be/1cj962m9zqo 

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Neural Non-Rigid Tracking


Jun 23, 2020
Aljaž Božič, Pablo Palafox, Michael Zollhöfer, Angela Dai, Justus Thies, Matthias Nießner

* Video: https://youtu.be/nqYaxM6Rj8I 

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Generalized Zero and Few-Shot Transfer for Facial Forgery Detection


Jun 21, 2020
Shivangi Aneja, Matthias Nießner

* Project page: https://shivangi-aneja.github.io/ddt/ 

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State of the Art on Neural Rendering


Apr 08, 2020
Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason Saragih, Matthias Nießner, Rohit Pandey, Sean Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B Goldman, Michael Zollhöfer

* Eurographics 2020 survey paper 

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3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation


Mar 30, 2020
Francis Engelmann, Martin Bokeloh, Alireza Fathi, Bastian Leibe, Matthias Nießner

* CVPR2020, Video: https://youtu.be/ifL8yTbRFDk Project Page: https://www.vision.rwth-aachen.de/3d_instance_segmentation/ 

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SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans


Mar 27, 2020
Armen Avetisyan, Tatiana Khanova, Christopher Choy, Denver Dash, Angela Dai, Matthias Nießner

* Video here https://youtu.be/F0DpggYByh0 

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Modeling 3D Shapes by Reinforcement Learning


Mar 27, 2020
Cheng Lin, Tingxiang Fan, Wenping Wang, Matthias Nießner

* Video: https://youtu.be/w5e9g_lvbyE 

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Learning to Optimize Non-Rigid Tracking


Mar 27, 2020
Yang Li, Aljaž Božič, Tianwei Zhang, Yanli Ji, Tatsuya Harada, Matthias Nießner

* Accepted to CVPR'2020 (oral) 

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Local Implicit Grid Representations for 3D Scenes


Mar 19, 2020
Chiyu Max Jiang, Avneesh Sud, Ameesh Makadia, Jingwei Huang, Matthias Nießner, Thomas Funkhouser

* CVPR 2020. Supplementary Video: https://youtu.be/XCyl1-vxfII 

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Adversarial Texture Optimization from RGB-D Scans


Mar 18, 2020
Jingwei Huang, Justus Thies, Angela Dai, Abhijit Kundu, Chiyu Max Jiang, Leonidas Guibas, Matthias Nießner, Thomas Funkhouser


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ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language


Dec 18, 2019
Dave Zhenyu Chen, Angel X. Chang, Matthias Nießner

* Video: https://youtu.be/T9J5t-UEcNA 

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Neural Voice Puppetry: Audio-driven Facial Reenactment


Dec 11, 2019
Justus Thies, Mohamed Elgharib, Ayush Tewari, Christian Theobalt, Matthias Nießner

* Video: https://youtu.be/s74_yQiJMXA 

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