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
Point Scene Understanding via Disentangled Instance Mesh Reconstruction Jiaxiang Tang Xiaokang Chen Jingbo Wang Gang Zeng 37 23 0 31 Mar 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 46 55 0 30 Mar 2022
RFNet-4D++: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds with Cross-Attention Spatio-Temporal Features Tuan-Anh Vu D. Nguyen Binh-Son Hua Quang Pham Sai-Kit Yeung 3DPC 55 4 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 28 7 0 30 Mar 2022
Clean Implicit 3D Structure from Noisy 2D STEM Images H. Kniesel Timo Ropinski T. Bergner K. S. Devan C. Read P. Walther Tobias Ritschel Pedro Hermosilla 28 9 0 29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 36 98 0 28 Mar 2022
Towards Implicit Text-Guided 3D Shape Generation Zhengzhe Liu Yi Wang Xiaojuan Qi Chi-Wing Fu 27 91 0 28 Mar 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Chen 3DH 45 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 31 114 0 28 Mar 2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds Tianyang Li Xin Wen Yu-Shen Liu Huapeng Su Zhizhong Han 3DPC 71 52 0 26 Mar 2022
AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling Ziqian Bai Timur M. Bagautdinov Javier Romero Michael Zollhöfer Ping Tan Shunsuke Saito 3DH 26 3 0 25 Mar 2022
Implicit Neural Representations for Variable Length Human Motion Generation Pablo Cervantes Yusuke Sekikawa Ikuro Sato Koichi Shinoda 29 55 0 25 Mar 2022
Hybrid Mesh-neural Representation for 3D Transparent Object Reconstruction Jiamin Xu Zihan Zhu Hujun Bao Wewei Xu 3DH 3DV 22 15 0 23 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 59 37 0 21 Mar 2022
Facial Geometric Detail Recovery via Implicit Representation Xingyu Ren Alexandros Lattas Baris Gecer Jiankang Deng Chao Ma Xiaokang Yang Stefanos Zafeiriou 3DH 35 19 0 18 Mar 2022
Neural Part Priors: Learning to Optimize Part-Based Object Completion in RGB-D Scans Alexey Bokhovkin Angela Dai 3DPC 21 4 0 17 Mar 2022
Unsigned Distance Field as an Accurate 3D Scene Representation for Neural Scene Completion Jean Pierre Richa Jean-Emmanuel Deschaud Franccois Goulette Nicolas Dalmasso 33 1 0 17 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 24 12 0 17 Mar 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow Shanlin Sun Kun Han Deying Kong Hao Tang Xiangyi Yan Xiaohui Xie MedIm AI4CE 29 37 0 16 Mar 2022
Implicit field supervision for robust non-rigid shape matching Ramanathan Sundararaman Gautam Pai M. Ovsjanikov 20 17 0 15 Mar 2022
VPFusion: Joint 3D Volume and Pixel-Aligned Feature Fusion for Single and Multi-view 3D Reconstruction Jisan Mahmud Jan-Michael Frahm 16 3 0 14 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation Bokui Shen Zhenyu Jiang Chris Choy Leonidas J. Guibas Silvio Savarese Anima Anandkumar Yuke Zhu AI4CE 30 41 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 33 4 0 12 Mar 2022
PETR: Position Embedding Transformation for Multi-View 3D Object Detection Yingfei Liu Tiancai Wang Xinming Zhang Jian Sun 3DPC 71 529 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 37 8 0 08 Mar 2022
SingleSketch2Mesh : Generating 3D Mesh model from Sketch Nitish Bhardwaj Dhornala Bharadwaj Alpana Dubey 3DV 22 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 38 78 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 22 67 0 03 Mar 2022
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Wentao Shangguan Yu Sun Weijie Gan Ulugbek S. Kamilov 19 15 0 28 Feb 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 24 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 39 99 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 29 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 37 12 0 22 Feb 2022
Point Cloud Generation with Continuous Conditioning Larissa T. Triess Andreas Bühler David Peter F. Flohr J. Marius Zöllner 3DV 3DPC 50 7 0 17 Feb 2022
Ditto: Building Digital Twins of Articulated Objects from Interaction Zhenyu Jiang Cheng-Chun Hsu Yuke Zhu 11 104 0 16 Feb 2022
Text and Image Guided 3D Avatar Generation and Manipulation Zehranaz Canfes M. Atasoy Alara Dirik Pinar Yanardag 3DH 36 43 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 22 7 0 10 Feb 2022
PINs: Progressive Implicit Networks for Multi-Scale Neural Representations Zoe Landgraf A. Sorkine-Hornung R. Cabral 27 16 0 09 Feb 2022
Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range Analysis Nicholas Sharp Alec Jacobson 47 26 0 05 Feb 2022
Neural Collision Detection for Deformable Objects Ryan S. Zesch Bethany R. Witemeyer Ziyan Xiong David I. W. Levin Shinjiro Sueda 3DH 26 6 0 04 Feb 2022
Deep Surface Reconstruction from Point Clouds with Visibility Information Raphael Sulzer Loic Landrieu Alexandre Boulch Renaud Marlet Bruno Vallet 3DV 3DPC 22 9 0 03 Feb 2022
VIRDO: Visio-tactile Implicit Representations of Deformable Objects Youngsun Wi Peter R. Florence Andy Zeng Nima Fazeli 41 44 0 02 Feb 2022
On Regularizing Coordinate-MLPs Sameera Ramasinghe L. MacDonald Simon Lucey 160 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 33 26 0 31 Jan 2022
A Simple And Effective Filtering Scheme For Improving Neural Fields Yixin Zhuang 24 4 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 36 19 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 181 141 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 76 114 0 25 Jan 2022
ImpliCity: City Modeling from Satellite Images with Deep Implicit Occupancy Fields Corinne Stucker Bingxin Ke Yuanwen Yue Shengyu Huang Iro Armeni Konrad Schindler 3DPC 26 9 0 24 Jan 2022
Exploring Differential Geometry in Neural Implicits Tiago Novello Guilherme Gonçalves Schardong L. Schirmer V. Silva Helio Lopes Luiz Velho 82 26 0 23 Jan 2022