v1v2v3v4v5 (latest)

Learning Implicit Fields for Generative Shape Modeling

6 December 2018

ArXiv (abs)PDF HTML Github (401★)

Papers citing "Learning Implicit Fields for Generative Shape Modeling"

50 / 611 papers shown

Title
Neural Vector Fields for Implicit Surface Representation and Inference Edoardo Mello Rella Ajad Chhatkuli E. Konukoglu Luc Van Gool AI4CE 109 4 0 13 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space Evangelos Chatzipantazis Stefanos Pertigkiozoglou Yan Sun Kostas Daniilidis 3DPC 119 33 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 82 90 0 05 Apr 2022
Unified Implicit Neural Stylization Zhiwen Fan Yi Ding Peihao Wang Xinyu Gong Dejia Xu Zhangyang Wang 137 69 0 05 Apr 2022
Learning Neural Acoustic Fields Andrew F. Luo Yilun Du Michael J. Tarr J. Tenenbaum Antonio Torralba Chuang Gan AI4CE 81 84 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 133 72 0 04 Apr 2022
Probabilistic Implicit Scene Completion Dongsu Zhang Changwoon Choi I. Park Y. Kim 3DPC 3DV 73 5 0 04 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 127 83 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 105 6 0 31 Mar 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 86 25 0 31 Mar 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 87 57 0 30 Mar 2022
FIRe: Fast Inverse Rendering using Directional and Signed Distance Functions Tarun Yenamandra A. Tewari Nan Yang Florian Bernard Christian Theobalt Daniel Cremers 75 7 0 30 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 82 101 0 28 Mar 2022
Towards Implicit Text-Guided 3D Shape Generation Zhengzhe Liu Yi Wang Xiaojuan Qi Chi-Wing Fu 84 92 0 28 Mar 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Chen 3DH 97 59 0 28 Mar 2022
Structured Local Radiance Fields for Human Avatar Modeling Zerong Zheng Han Huang Tao Yu Hongwen Zhang Yandong Guo Yebin Liu 3DH 78 117 0 28 Mar 2022
AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling Ziqian Bai Timur M. Bagautdinov Javier Romero Michael Zollhöfer Ping Tan Shunsuke Saito 3DH 62 3 0 25 Mar 2022
Implicit Neural Representations for Variable Length Human Motion Generation Pablo Cervantes Yusuke Sekikawa Ikuro Sato Koichi Shinoda 89 61 0 25 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 127 38 0 21 Mar 2022
AdaSplats: Adaptive Splatting of Point Clouds for Accurate 3D Modeling and Real-time High-Fidelity LiDAR Simulation Jean Pierre Richa Jean-Emmanuel Deschaud Franccois Goulette Nicolas Dalmasso 3DPC 70 13 0 17 Mar 2022
VPFusion: Joint 3D Volume and Pixel-Aligned Feature Fusion for Single and Multi-view 3D Reconstruction Jisan Mahmud Jan-Michael Frahm 40 3 0 14 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation Bokui Shen Zhenyu Jiang Chris Choy Leonidas Guibas Silvio Savarese Anima Anandkumar Yuke Zhu AI4CE 117 43 0 14 Mar 2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations M. Lee Chaeyeon Chung Hojun Cho Minjung Kim Sanghun Jung Jaegul Choo Minhyuk Sung DiffM 66 4 0 12 Mar 2022
PETR: Position Embedding Transformation for Multi-View 3D Object Detection Yingfei Liu Tiancai Wang Xinming Zhang Jian Sun 3DPC 144 553 0 10 Mar 2022
Towards Universal Texture Synthesis by Combining Texton Broadcasting with Noise Injection in StyleGAN-2 Jue-Wen Lin Gaurav Sharma T. Pappas DiffM 75 9 0 08 Mar 2022
SingleSketch2Mesh : Generating 3D Mesh model from Sketch Nitish Bhardwaj Dhornala Bharadwaj Alpana Dubey 3DV 57 3 0 07 Mar 2022
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation Muhammad Zubair Irshad Thomas Kollar Michael Laskey Kevin Stone Z. Kira 3DH 3DPC 101 80 0 03 Mar 2022
PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence Zijian Dong Chen Guo Mingli Song Xu Chen Andreas Geiger Otmar Hilliges 3DH 55 68 0 03 Mar 2022
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Yongdong Huang Yuanzhan Li Xulong Cao Siyu Zhang Shen Cai Ting Lu Jie Wang Yuqiao Liu 3DV 80 1 0 27 Feb 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 66 102 0 26 Feb 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 110 21 0 25 Feb 2022
UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography Francisca Vasconcelos Bobby He Nalini Singh Yee Whye Teh BDL OOD UQCV 72 13 0 22 Feb 2022
Point Cloud Generation with Continuous Conditioning Larissa T. Triess Andreas Bühler David Peter F. Flohr J. Marius Zöllner 3DV 3DPC 72 7 0 17 Feb 2022
Ditto: Building Digital Twins of Articulated Objects from Interaction Zhenyu Jiang Cheng-Chun Hsu Yuke Zhu 94 109 0 16 Feb 2022
Text and Image Guided 3D Avatar Generation and Manipulation Zehranaz Canfes M. Atasoy Alara Dirik Pinar Yanardag 3DH 111 45 0 12 Feb 2022
PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis Xianggang Yu Jiapeng Tang Yipeng Qin Chenghong Li Linchao Bao Xiaoguang Han Shuguang Cui 52 7 0 10 Feb 2022
PINs: Progressive Implicit Networks for Multi-Scale Neural Representations Zoe Landgraf A. Sorkine-Hornung R. Cabral 70 16 0 09 Feb 2022
Neural Collision Detection for Deformable Objects Ryan S. Zesch Bethany R. Witemeyer Ziyan Xiong David I. W. Levin Shinjiro Sueda 3DH 46 6 0 04 Feb 2022
VIRDO: Visio-tactile Implicit Representations of Deformable Objects Youngsun Wi Peter R. Florence Andy Zeng Nima Fazeli 80 46 0 02 Feb 2022
On Regularizing Coordinate-MLPs Sameera Ramasinghe L. MacDonald Simon Lucey 208 5 0 01 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 120 26 0 31 Jan 2022
RIM-Net: Recursive Implicit Fields for Unsupervised Learning of Hierarchical Shape Structures Chengjie Niu Manyi Li Kai Xu Hao Zhang AI4CE 74 20 0 30 Jan 2022
From data to functa: Your data point is a function and you can treat it like one Emilien Dupont Hyunjik Kim S. M. Ali Eslami Danilo Jimenez Rezende Dan Rosenbaum TDI 3DPC 261 159 0 28 Jan 2022
ShapeFormer: Transformer-based Shape Completion via Sparse Representation Xingguang Yan Liqiang Lin Niloy J. Mitra Dani Lischinski Daniel Cohen-Or Hui Huang ViT 180 118 0 25 Jan 2022
Exploring Differential Geometry in Neural Implicits Tiago Novello Guilherme Gonçalves Schardong L. Schirmer V. Silva Helio Lopes Luiz Velho 137 26 0 23 Jan 2022
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 171 584 0 21 Jan 2022
SPAMs: Structured Implicit Parametric Models Pablo Rodríguez Palafox N. Sarafianos Tony Tung Angela Dai 108 27 0 20 Jan 2022
TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval Yue Ruan Han-Hung Lee Yiming Zhang Ke Zhang Angel X. Chang 95 22 0 19 Jan 2022
Virtual Elastic Objects Hsiao-yu Chen E. Tretschk Tuur Stuyck P. Kadlecek L. Kavan E. Vouga Christoph Lassner 68 33 0 12 Jan 2022
gDNA: Towards Generative Detailed Neural Avatars Xu Chen Tianjian Jiang Mingli Song Jinlong Yang Michael J. Black Andreas Geiger Otmar Hilliges 3DH 99 84 0 11 Jan 2022