Implicit Geometric Regularization for Learning Shapes

24 February 2020

Papers citing "Implicit Geometric Regularization for Learning Shapes"

50 / 623 papers shown

Title
NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing Bangbang Yang Chong Bao Junyi Zeng Hujun Bao Yinda Zhang Zhaopeng Cui Guofeng Zhang 3DH AI4CE 200 155 0 25 Jul 2022
NeurAR: Neural Uncertainty for Autonomous 3D Reconstruction with Implicit Neural Representations Yunlong Ran Jing Zeng Shibo He Lincheng Li Yingke Chen G. Lee Jiming Chen Qi Ye 3DV OffRL 23 60 0 22 Jul 2022
Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives Wentao Yuan Qingtian Zhu Xiangyue Liu Yikang Ding Haotian Zhang Chi Zhang 14 3 0 21 Jul 2022
2D GANs Meet Unsupervised Single-view 3D Reconstruction Feng Liu Xiaoming Liu 3DV 22 16 0 20 Jul 2022
UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation Shenhan Qian Jiale Xu Ziwei Liu Liqian Ma Shenghua Gao 3DH 21 12 0 20 Jul 2022
Object-Compositional Neural Implicit Surfaces Qianyi Wu Xian Liu Yuedong Chen Kejie Li Chuanxia Zheng Jianfei Cai Jianmin Zheng OCL AI4CE 32 74 0 20 Jul 2022
NeuForm: Adaptive Overfitting for Neural Shape Editing Connor Z. Lin Niloy J. Mitra Gordon Wetzstein Leonidas J. Guibas Paul Guerrero 3DH 20 18 0 18 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 32 27 0 18 Jul 2022
Learning Implicit Templates for Point-Based Clothed Human Modeling Siyou Lin Hongwen Zhang Zerong Zheng Ruizhi Shao Yebin Liu 3DH 35 45 0 14 Jul 2022
Factorized and Controllable Neural Re-Rendering of Outdoor Scene for Photo Extrapolation Boming Zhao Bangbang Yang Zhenyang Li Zuoyue Li Guofeng Zhang Jiashu Zhao Dawei Yin Zhaopeng Cui Hujun Bao 23 16 0 14 Jul 2022
Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Amine Ouasfi A. Boukhayma 3DPC 21 21 0 09 Jul 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 25 12 0 08 Jul 2022
Regularization of NeRFs using differential geometry T. Ehret Roger Marí Gabriele Facciolo AI4CE 23 5 0 29 Jun 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou H. Tang Gordon Wetzstein Leonidas J. Guibas Luc Van Gool Radu Timofte 40 20 0 29 Jun 2022
GO-Surf: Neural Feature Grid Optimization for Fast, High-Fidelity RGB-D Surface Reconstruction Jingwen Wang Tymoteusz Bleja Lourdes Agapito 50 78 0 29 Jun 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 44 106 0 28 Jun 2022
NeuRIS: Neural Reconstruction of Indoor Scenes Using Normal Priors Jie-Chao Wang Peng Wang Xiaoxiao Long Christian Theobalt Taku Komura Lingjie Liu Wenping Wang 3DV 22 142 0 27 Jun 2022
Neural Implicit Manifold Learning for Topology-Aware Density Estimation Brendan Leigh Ross G. Loaiza-Ganem Anthony L. Caterini Jesse C. Cresswell AI4CE 33 2 0 22 Jun 2022
KiloNeuS: A Versatile Neural Implicit Surface Representation for Real-Time Rendering Stefano Esposito Daniele Baieri Stefan Zellmann André Hinkenjann Emanuele Rodolà 3DH 16 3 0 22 Jun 2022
Log-GPIS-MOP: A Unified Representation for Mapping, Odometry and Planning Lan Wu Ki Myung Brian Lee Cedric Le Gentil Teresa Vidal-Calleja 33 22 0 19 Jun 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 41 5 0 14 Jun 2022
SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data Eldar Insafutdinov Dylan Campbell João F. Henriques Andrea Vedaldi 3DV 16 11 0 13 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 27 7 0 12 Jun 2022
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long Chu-Hsing Lin Peng Wang Taku Komura Wenping Wang 3DGS 33 182 0 12 Jun 2022
Differentiable Rendering of Neural SDFs through Reparameterization Sai Praveen Bangaru Michael Gharbi Tzu-Mao Li Fujun Luan Kalyan Sunkavalli Miloš Hašan Sai Bi Zexiang Xu Gilbert Bernstein F. Durand 13 40 0 10 Jun 2022
Neural Template: Topology-aware Reconstruction and Disentangled Generation of 3D Meshes Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu 3DV 24 29 0 10 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 28 13 0 07 Jun 2022
Implicit Neural Representation for Mesh-Free Inverse Obstacle Scattering Tin Vlašić Hieu Nguyen AmirEhsan Khorashadizadeh Ivan Dokmanić 3DV AI4CE 19 10 0 04 Jun 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 20 448 0 01 Jun 2022
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction Qiancheng Fu Qingshan Xu Yew-Soon Ong Wenbing Tao 3DV 80 206 0 31 May 2022
Generalised Implicit Neural Representations Daniele Grattarola P. Vandergheynst 21 30 0 31 May 2022
PREF: Phasorial Embedding Fields for Compact Neural Representations Binbin Huang Xinhao Yan Anpei Chen Shenghua Gao Jingyi Yu 31 14 0 26 May 2022
AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars Fangzhou Hong Mingyuan Zhang Liang Pan Zhongang Cai Lei Yang Ziwei Liu CLIP 98 79 0 17 May 2022
Self-supervised Neural Articulated Shape and Appearance Models Fangyin Wei Rohan Chabra Lingni Ma Christoph Lassner Michael Zollhofer Szymon Rusinkiewicz Chris Sweeney Richard Newcombe Miroslava Slavcheva SSL 75 38 0 17 May 2022
FRC-TOuNN: Topology Optimization of Continuous Fiber Reinforced Composites using Neural Network A. Chandrasekhar Amir M. Mirzendehdel M. Behandish K. Suresh 31 29 0 07 May 2022
Neural 3D Scene Reconstruction with the Manhattan-world Assumption Haoyu Guo Sida Peng Haotong Lin Qianqian Wang Guofeng Zhang Hujun Bao Xiaowei Zhou 3DV 25 155 0 05 May 2022
Neural Rendering in a Room: Amodal 3D Understanding and Free-Viewpoint Rendering for the Closed Scene Composed of Pre-Captured Objects Bangbang Yang Yinda Zhang Yijin Li Zhaopeng Cui S. Fanello Hujun Bao Guofeng Zhang 3DV 32 11 0 05 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren Kui Jia 3DV 3DPC 29 61 0 05 May 2022
SDF-based RGB-D Camera Tracking in Neural Scene Representations Leonard Bruns Fereidoon Zangeneh Patric Jensfelt 24 0 0 04 May 2022
Concept Activation Vectors for Generating User-Defined 3D Shapes Stefan Druc Aditya Balu Peter Wooldridge A. Krishnamurthy S. Sarkar 3DPC LLMSV 11 2 0 29 Apr 2022
Neural Implicit Representations for Physical Parameter Inference from a Single Video Florian Hofherr Lukas Koestler Florian Bernard Daniel Cremers AI4CE 37 9 0 29 Apr 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 34 72 0 23 Apr 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 18 71 0 22 Apr 2022
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing Thiemo Alldieck M. Zanfir C. Sminchisescu 3DH 37 129 0 19 Apr 2022
A Level Set Theory for Neural Implicit Evolution under Explicit Flows Ishit Mehta Manmohan Chandraker R. Ramamoorthi AI4CE 30 47 0 14 Apr 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 48 60 0 14 Apr 2022
iSDF: Real-Time Neural Signed Distance Fields for Robot Perception Joseph Ortiz Alexander Clegg Jing Dong Edgar Sucar David Novotny Michael Zollhoefer Mustafa Mukadam 3DV 26 153 0 05 Apr 2022
Neural Convolutional Surfaces Luca Morreale Noam Aigerman Paul Guerrero Vladimir G. Kim Niloy J. Mitra 27 12 0 05 Apr 2022
IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images Kai Zhang Fujun Luan Zhengqi Li Noah Snavely 28 108 0 05 Apr 2022
Unified Implicit Neural Stylization Zhiwen Fan Yi Ding Peihao Wang Xinyu Gong Dejia Xu Zhangyang Wang 31 68 0 05 Apr 2022