Local Implicit Grid Representations for 3D Scenes

19 March 2020

Matthias Nießner

Papers citing "Local Implicit Grid Representations for 3D Scenes"

47 / 397 papers shown

Title
Dense Incremental Metric-Semantic Mapping for Multi-Agent Systems via Sparse Gaussian Process Regression Ehsan Zobeidi Alec Koppel Nikolay A. Atanasov 16 13 0 30 Mar 2021
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis Jiaxin Li Zijian Feng Qi She Henghui Ding Changhu Wang G. Lee 3DH MDE 18 155 0 27 Mar 2021
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation Abol Basher M. Sarmad Jani Boutellier 3DV 27 13 0 26 Mar 2021
UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution Xingqian Xu Zhangyang Wang Humphrey Shi SupR 13 66 0 23 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 23 97 0 23 Mar 2021
Neural Lumigraph Rendering Petr Kellnhofer Lars Jebe Andrew Jones Ryan P. Spicer K. Pulli Gordon Wetzstein 3DV 3DH 18 146 0 22 Mar 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou Angelos Katharopoulos Andreas Geiger Sanja Fidler 3DPC 3DV 3DH 19 112 0 18 Mar 2021
Learning Compositional Representation for 4D Captures with Neural ODE Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 19 28 0 15 Mar 2021
NeRD: Neural Representation of Distribution for Medical Image Segmentation Hang Zhang Rongguang Wang Jinwei Zhang Chao Li Gufeng Yang P. Spincemaille T. Nguyen Yi Wang 24 15 0 06 Mar 2021
Mixture of Volumetric Primitives for Efficient Neural Rendering Stephen Lombardi Tomas Simon Gabriel Schwartz Michael Zollhoefer Yaser Sheikh Jason M. Saragih 3DH 31 290 0 02 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 54 776 0 25 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 22 103 0 09 Feb 2021
Towards Generalising Neural Implicit Representations Theo W. Costain V. Prisacariu 31 2 0 29 Jan 2021
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes Towaki Takikawa Joey Litalien K. Yin Karsten Kreis Charles T. Loop Derek Nowrouzezahrai Alec Jacobson M. McGuire Sanja Fidler 3DV 22 512 0 26 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 197 687 0 31 Dec 2020
DeepSurfels: Learning Online Appearance Fusion Marko Mihajlovic Silvan Weder Marc Pollefeys Martin R. Oswald 22 18 0 28 Dec 2020
Learning Compositional Radiance Fields of Dynamic Human Heads Ziyan Wang Timur M. Bagautdinov Stephen Lombardi Tomas Simon Jason M. Saragih Jessica Hodgins Michael Zollhöfer 3DH AI4CE 14 89 0 17 Dec 2020
Learning Continuous Image Representation with Local Implicit Image Function Yinbo Chen Sifei Liu Xiaolong Wang SSL SupR CLL 18 662 0 16 Dec 2020
Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds Wenbin Zhao Jiabao Lei Yuxin Wen Jianguo Zhang K. Jia 3DPC 53 32 0 14 Dec 2020
D $^2$ IM-Net: Learning Detail Disentangled Implicit Fields from Single Images Manyi Li Hao Zhang 3DV 21 45 0 11 Dec 2020
Learned Initializations for Optimizing Coordinate-Based Neural Representations Matthew Tancik B. Mildenhall Terrance Wang Divi Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng 6 283 0 03 Dec 2020
AutoInt: Automatic Integration for Fast Neural Volume Rendering David B. Lindell Julien N. P. Martel Gordon Wetzstein 17 265 0 03 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 25 846 0 02 Dec 2020
NeuralFusion: Online Depth Fusion in Latent Space Silvan Weder Johannes L. Schonberger Marc Pollefeys Martin R. Oswald 3DGS MDE 3DV 16 59 0 30 Nov 2020
Vehicle Reconstruction and Texture Estimation Using Deep Implicit Semantic Template Mapping Xiaochen Zhao Zerong Zheng Chaonan Ji Zhenyi Liu Yirui Luo Tao Yu J. Suo Yebin Liu 3DV 13 2 0 30 Nov 2020
Deep Implicit Templates for 3D Shape Representation Zerong Zheng Tao Yu Qionghai Dai Yebin Liu 6 116 0 30 Nov 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 27 153 0 26 Nov 2020
Omni-GAN: On the Secrets of cGANs and Beyond P. Zhou Lingxi Xie Bingbing Ni Cong Geng Qi Tian GAN 22 22 0 26 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 49 955 0 24 Nov 2020
Object Rearrangement Using Learned Implicit Collision Functions Michael Danielczuk Arsalan Mousavian Clemens Eppner D. Fox 3DPC 13 78 0 21 Nov 2020
Semantic Scene Completion using Local Deep Implicit Functions on LiDAR Data Christoph B. Rist David Emmerichs Markus Enzweiler D. Gavrila 3DPC 3DV 15 83 0 18 Nov 2020
Dynamic Plane Convolutional Occupancy Networks S. Lionar D. Emtsev Dusan Svilarkovic Songyou Peng 3DPC 3DV 17 37 0 11 Nov 2020
Learning 3D Dynamic Scene Representations for Robot Manipulation Zhenjia Xu Zhanpeng He Jiajun Wu Shuran Song 14 55 0 03 Nov 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 23 319 0 26 Oct 2020
A Point-Cloud Deep Learning Framework for Prediction of Fluid Flow Fields on Irregular Geometries Ali Kashefi Davis Rempe Leonidas J. Guibas 3DPC AI4CE 18 192 0 15 Oct 2020
Implicit Feature Networks for Texture Completion from Partial 3D Data Julian Chibane Gerard Pons-Moll 3DPC 3DV 3DH 12 44 0 20 Sep 2020
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Zerong Zheng Tao Yu Yebin Liu Qionghai Dai 3DH 31 294 0 08 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 54 864 0 05 Jul 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 60 2,335 0 18 Jun 2020
MetaSDF: Meta-learning Signed Distance Functions Vincent Sitzmann E. R. Chan Richard Tucker Noah Snavely Gordon Wetzstein 22 247 0 17 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 6 2,477 0 17 Jun 2020
ShapeFlow: Learnable Deformations Among 3D Shapes C. Jiang Jingwei Huang Andrea Tagliasacchi Leonidas J. Guibas 3DPC AI4CE 14 44 0 14 Jun 2020
MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework C. Jiang S. Esmaeilzadeh Kamyar Azizzadenesheli K. Kashinath Mustafa A. Mustafa H. Tchelepi P. Marcus P. Prabhat Anima Anandkumar AI4CE 184 141 0 01 May 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard A. Newcombe 27 460 0 24 Mar 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 44 2,605 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 223 971 0 10 Mar 2020
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 168 1,940 0 24 Oct 2016