Learning Implicit Fields for Generative Shape Modeling

6 December 2018

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 1,122 papers shown

Title
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution Zeyuan Chen Yinbo Chen Jingwen Liu Xingqian Xu Vidit Goel Zhangyang Wang Humphrey Shi Xiaolong Wang SupR 30 107 0 09 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 33 13 0 07 Jun 2022
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations Julius Berner Jinxu Xiang D. Cho Yue Chang G. Pershing H. Maia Maurizio M. Chiaramonte Kevin Carlberg E. Grinspun AI4CE 32 40 0 06 Jun 2022
Implicit Neural Representation for Mesh-Free Inverse Obstacle Scattering Tin Vlašić Hieu Nguyen AmirEhsan Khorashadizadeh Ivan Dokmanić 3DV AI4CE 37 10 0 04 Jun 2022
Reinforcement Learning with Neural Radiance Fields Danny Driess Ingmar Schubert Peter R. Florence Yunzhu Li Marc Toussaint AI4CE 49 51 0 03 Jun 2022
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud D. Zimny Joanna Waczyñska Tomasz Trzciñski Przemysław Spurek 47 18 0 02 Jun 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 25 449 0 01 Jun 2022
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections Mark Boss Andreas Engelhardt Abhishek Kar Yuanzhen Li Deqing Sun Jonathan T. Barron Hendrik P. A. Lensch Varun Jampani 95 80 0 31 May 2022
3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies Weikai Chen Cheng Lin Weiyang Li Bo Yang 30 31 0 31 May 2022
ANISE: Assembly-based Neural Implicit Surface rEconstruction Dmitry Petrov Matheus Gadelha R. Měch E. Kalogerakis 37 12 0 27 May 2022
Spatial Attention-based Implicit Neural Representation for Arbitrary Reduction of MRI Slice Spacing Xin Wang Sheng Wang Honglin Xiong Kai Xuan Zixu Zhuang Mengjun Liu Zhenrong Shen Xiangyu Zhao Lichi Zhang Qian Wang 47 3 0 23 May 2022
ReLU Fields: The Little Non-linearity That Could Animesh Karnewar Tobias Ritschel Oliver Wang Niloy J. Mitra 135 100 0 22 May 2022
Mip-NeRF RGB-D: Depth Assisted Fast Neural Radiance Fields Arnab Dey Yassine Ahmine Andrew I. Comport 51 15 0 19 May 2022
Remote Sensing Novel View Synthesis with Implicit Multiplane Representations Yongchang Wu Zhengxia Zou Zhenwei Shi 28 12 0 18 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 78 38 0 17 May 2022
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction Zhenpei Yang Zhile Ren Miguel Angel Bautista Zaiwei Zhang Qi Shan Qi-Xing Huang 3DH 33 24 0 16 May 2022
RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis Jonathan Tremblay Moustafa Meshry Alex Evans Jan Kautz A. Keller ... Charles T. Loop N. Morrical Koki Nagano Towaki Takikawa Stan Birchfield 48 31 0 14 May 2022
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction Shivam Duggal Deepak Pathak 3DPC 60 40 0 12 May 2022
Single-view 3D Body and Cloth Reconstruction under Complex Poses Nicolas Ugrinovic Albert Pumarola Alberto Sanfeliu Francesc Moreno-Noguer 3DH 27 0 0 09 May 2022
Photo-to-Shape Material Transfer for Diverse Structures Ruizhen Hu Xiangyu Su Xiang Chen Oliver Matias van Kaick Hui Huang DiffM 36 10 0 09 May 2022
Unsupervised Discovery and Composition of Object Light Fields Cameron Smith Hong-Xing Yu Sergey Zakharov F. Durand J. Tenenbaum Jiajun Wu Vincent Sitzmann OCL 22 29 0 08 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren Kui Jia 3DV 3DPC 34 63 0 05 May 2022
Concept Activation Vectors for Generating User-Defined 3D Shapes Stefan Druc Aditya Balu Peter Wooldridge A. Krishnamurthy Soumik Sarkar 3DPC LLMSV 19 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 44 10 0 29 Apr 2022
MVP-Human Dataset for 3D Human Avatar Reconstruction from Unconstrained Frames Xiangyu Zhu Tingting Liao Jiangjing Lyu Zhiwen Chen Yunfeng Wang Kan Guo Qiong Cao Stan Z. Li Zhen Lei 3DH 61 1 0 24 Apr 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 47 72 0 23 Apr 2022
JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction Yukang Cao Guanying Chen Kai Han Wenqi Yang Kwan-Yee K. Wong CVBM 3DH 29 33 0 22 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 39 16 0 21 Apr 2022
RangeUDF: Semantic Surface Reconstruction from 3D Point Clouds Bing Wang Zheng-Sheng Yu Bo Yang Jie Qin T. Breckon Ling Shao Niki Trigoni Andrew Markham 3DPC 3DV 21 16 0 19 Apr 2022
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing Thiemo Alldieck M. Zanfir C. Sminchisescu 3DH 43 129 0 19 Apr 2022
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 31 67 0 19 Apr 2022
A Level Set Theory for Neural Implicit Evolution under Explicit Flows Ishit Mehta Manmohan Chandraker R. Ramamoorthi AI4CE 37 47 0 14 Apr 2022
What's in your hands? 3D Reconstruction of Generic Objects in Hands Yufei Ye Abhinav Gupta Shubham Tulsiani 3DH 38 82 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
Neural Vector Fields for Implicit Surface Representation and Inference Edoardo Mello Rella Ajad Chhatkuli E. Konukoglu Luc Van Gool AI4CE 43 3 0 13 Apr 2022
Gravitationally Lensed Black Hole Emission Tomography A. Levis Pratul P. Srinivasan A. Chael Ren Ng Katherine Bouman 26 20 0 07 Apr 2022
AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis Zhiqin Chen K. Yin Sanja Fidler DiffM 25 41 0 06 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space Evangelos Chatzipantazis Stefanos Pertigkiozoglou Yan Sun Kostas Daniilidis 3DPC 47 31 0 05 Apr 2022
ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer Ruohan Gao Zilin Si Yen-Yu Chang Samuel Clarke Jeannette Bohg Li Fei-Fei Wenzhen Yuan Jiajun Wu 32 84 0 05 Apr 2022
Unified Implicit Neural Stylization Zhiwen Fan Yi Ding Peihao Wang Xinyu Gong Dejia Xu Zhangyang Wang 42 68 0 05 Apr 2022
Learning Neural Acoustic Fields Andrew F. Luo Yilun Du Michael J. Tarr J. Tenenbaum Antonio Torralba Chuang Gan AI4CE 22 79 0 04 Apr 2022
LISA: Learning Implicit Shape and Appearance of Hands Enric Corona Tomás Hodan Minh Vo Francesc Moreno-Noguer Chris Sweeney Richard Newcombe Lingni Ma 3DH CVBM 46 69 0 04 Apr 2022
RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo Junhua Xi Yifei Shi Yijie Wang Yulan Guo Kai Xu 3DV 24 1 0 04 Apr 2022
Probabilistic Implicit Scene Completion Dongsu Zhang Changwoon Choi I. Park Y. Kim 3DPC 3DV 24 5 0 04 Apr 2022
BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume Fusion Kejie Li Yansong Tang V. Prisacariu Philip Torr MDE 33 41 0 03 Apr 2022
SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision Tasks Xianling Zhang Nathan Tseng Ameerah Syed Rohan Bhasin Nikita Jaipuria ViT 25 16 0 01 Apr 2022
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis Huan Wang Jian Ren Zeng Huang Kyle Olszewski Menglei Chai Yun Fu Sergey Tulyakov 42 80 0 31 Mar 2022
ImpDet: Exploring Implicit Fields for 3D Object Detection Xuelin Qian Li Wang Yishuang Zhu Li Zhang Yanwei Fu Xiangyang Xue 3DPC 39 6 0 31 Mar 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 32 24 0 31 Mar 2022
MPS-NeRF: Generalizable 3D Human Rendering from Multiview Images Xiangjun Gao Jiaolong Yang Jongyoo Kim Sida Peng Zicheng Liu Xin Tong 3DH 35 60 0 31 Mar 2022