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Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations

19 April 2022

Papers citing "Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations"

50 / 60 papers shown

Title
Generative Human Geometry Distribution Xiangjun Tang Biao Zhang Peter Wonka 3DH 175 0 0 03 Mar 2025
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 128 109 0 28 Jun 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,045 0 16 Jan 2022
Surface-Aligned Neural Radiance Fields for Controllable 3D Human Synthesis Tianhan Xu Yasuhiro Fujita Eiichi Matsumoto 3DH 68 52 0 05 Jan 2022
BANMo: Building Animatable 3D Neural Models from Many Casual Videos Gengshan Yang Minh Vo Natalia Neverova Deva Ramanan Andrea Vedaldi Hanbyul Joo 3DH 170 189 0 23 Dec 2021
Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects Atsuhiro Noguchi Umar Iqbal Jonathan Tremblay Tatsuya Harada Orazio Gallo 82 47 0 21 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 280 1,663 0 09 Dec 2021
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion Hongyi Xu Thiemo Alldieck C. Sminchisescu 3DH 64 183 0 26 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 83 557 0 18 Oct 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 86 117 0 24 Aug 2021
Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing Garvita Tiwari N. Sarafianos Tony Tung Gerard Pons-Moll 3DH AI4CE 67 123 0 19 Aug 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 177 1,601 0 23 Jun 2021
Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies Sida Peng Junting Dong Qianqian Wang Shangzhan Zhang Qing Shuai Xiaowei Zhou Hujun Bao 3DH AI4CE 129 378 0 06 May 2021
Real-time Deep Dynamic Characters Marc Habermann Lingjie Liu Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 82 153 0 04 May 2021
StylePeople: A Generative Model of Fullbody Human Avatars Artur Grigorev Karim Iskakov A. Ianina Renat Bashirov Ilya Zakharkin Alexander Vakhitov Victor Lempitsky 3DH 53 76 0 16 Apr 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes Xu Chen Yufeng Zheng Michael J. Black Otmar Hilliges Andreas Geiger 3DH 120 232 0 08 Apr 2021
Neural Articulated Radiance Field Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 3DH AI4CE 71 224 0 07 Apr 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 88 1,076 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 121 1,984 0 24 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 99 646 0 18 Mar 2021
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose Shih-Yang Su Frank Yu Michael Zollhoefer Helge Rhodin 3DH 195 256 0 11 Feb 2021
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ Ruilong Li Sha Yang David A. Ross Angjoo Kanazawa ViT 278 504 0 21 Jan 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 281 702 0 31 Dec 2020
Neural Deformation Graphs for Globally-consistent Non-rigid Reconstruction Aljavz Bovzivc Pablo Rodríguez Palafox Michael Zollhöfer Justus Thies Angela Dai Matthias Nießner 3DH 125 78 0 02 Dec 2020
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis E. R. Chan M. Monteiro Petr Kellnhofer Jiajun Wu Gordon Wetzstein GAN 121 855 0 02 Dec 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 119 1,447 0 27 Nov 2020
Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes Zhengqi Li Simon Niklaus Noah Snavely Oliver Wang 137 811 0 26 Nov 2020
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 163 1,144 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 162 963 0 24 Nov 2020
STAR: Sparse Trained Articulated Human Body Regressor Ahmed A. A. Osman Timo Bolkart Michael J. Black 3DH 53 272 0 19 Aug 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 155 873 0 05 Jul 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 129 2,592 0 19 Mar 2020
DeepCap: Monocular Human Performance Capture Using Weak Supervision Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 69 221 0 18 Mar 2020
NASA: Neural Articulated Shape Approximation Boyang Deng J. P. Lewis Timothy Jeruzalski Gerard Pons-Moll Geoffrey E. Hinton Mohammad Norouzi Andrea Tagliasacchi 72 212 0 06 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 319 5,828 0 03 Dec 2019
Unsupervised Generative 3D Shape Learning from Natural Images Attila Szabó Givi Meishvili Paolo Favaro GAN 3DH 3DV 60 69 0 01 Oct 2019
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis Atsuhiro Noguchi Tatsuya Harada GAN 76 30 0 27 Sep 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 169 1,282 0 04 Jun 2019
Emergence of Object Segmentation in Perturbed Generative Models Adam Bielski Paolo Favaro 90 101 0 29 May 2019
Textured Neural Avatars Aliaksandra Shysheya Egor Zakharov Kara-Ali Aliev Renat Bashirov Egor Burkov ... Yury Malkov I. Pasechnik Dmitry Ulyanov Alexander Vakhitov Victor Lempitsky 3DH 65 116 0 21 May 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 62 1,725 0 11 Apr 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,705 0 16 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 617 10,590 0 12 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 251 2,907 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 153 1,638 0 06 Dec 2018
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 82 254 0 06 Dec 2018
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences Nikolas Hesse S. Pujades Michael J. Black Michael Arens U. Hofmann A. Schroeder 3DH 54 58 0 17 Oct 2018
Everybody Dance Now Caroline Chan Shiry Ginosar Tinghui Zhou Alexei A. Efros 115 777 0 22 Aug 2018
Detailed Human Avatars from Monocular Video Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 84 224 0 03 Aug 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 72 419 0 12 Apr 2018