Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 471 papers shown

Title
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision Jingwang Ling Peng Kuang F. Xu 32 18 0 25 Nov 2022
OReX: Object Reconstruction from Planar Cross-sections Using Neural Fields Haim Sawdayee A. Vaxman Amit H. Bermano 34 6 0 23 Nov 2022
Dynamic Depth-Supervised NeRF for Multi-View RGB-D Operating Room Images Beerend G. A. Gerats J. Wolterink I. A. Broeders MedIm 23 8 0 22 Nov 2022
Multi-View Neural Surface Reconstruction with Structured Light Chunyu Li Taisuke Hashimoto Eiichi Matsumoto Hiroharu Kato 3DV 28 5 0 22 Nov 2022
Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields Yue Chen Xingyu Chen Xuan Wang Qi Zhang Yu-Xiao Guo Ying Shan Fei-Yue Wang 40 56 0 21 Nov 2022
Learning Implicit Probability Distribution Functions for Symmetric Orientation Estimation from RGB Images Without Pose Labels Arul Selvam Periyasamy Luis Denninger Sven Behnke 23 1 0 21 Nov 2022
LISA: Localized Image Stylization with Audio via Implicit Neural Representation Seung Hyun Lee Chanyoung Kim Wonmin Byeon Sang Ho Yoon Jinkyu Kim Sangpil Kim 35 3 0 21 Nov 2022
Differentiable Uncalibrated Imaging Sidharth Gupta K. Kothari Valentin Debarnot Ivan Dokmanić MedIm 32 4 0 18 Nov 2022
Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean Variables J. E. Johnson Redouane Lguensat Ronan Fablet E. Cosme Julien Le Sommer 21 3 0 18 Nov 2022
SE(3)-Equivariant Relational Rearrangement with Neural Descriptor Fields Anthony Simeonov Yilun Du Lin Yen-Chen Alberto Rodriguez L. Kaelbling Tomas Lozano-Perez Pulkit Agrawal 34 52 0 17 Nov 2022
Separable PINN: Mitigating the Curse of Dimensionality in Physics-Informed Neural Networks Junwoo Cho Seungtae Nam Hyunmo Yang S. Yun Youngjoon Hong Eunbyung Park PINN AI4CE 31 8 0 16 Nov 2022
nerf2nerf: Pairwise Registration of Neural Radiance Fields Lily Goli Daniel Rebain S. Sabour Animesh Garg Andrea Tagliasacchi 29 33 0 03 Nov 2022
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields Liangchen Song Anpei Chen Zhong Li Zhaoyu Chen Lele Chen Junsong Yuan Yi Tian Xu Andreas Geiger 135 126 0 28 Oct 2022
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction Edith Tretschk Navami Kairanda R. MallikarjunB. Rishabh Dabral Adam Kortylewski Bernhard Egger Marc Habermann Pascal Fua Christian Theobalt Vladislav Golyanik 3DH 32 36 0 27 Oct 2022
Deep Generative Models on 3D Representations: A Survey Zifan Shi Sida Peng Yinghao Xu Andreas Geiger Yiyi Liao Yujun Shen MedIm 3DV 47 0 0 27 Oct 2022
HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields You Zhang Yuxiang Wang Z. Duan 36 10 0 27 Oct 2022
SINCO: A Novel structural regularizer for image compression using implicit neural representations Harry Gao Weijie Gan Zhixin Sun Ulugbek S. Kamilov AI4CE 33 3 0 26 Oct 2022
Vitruvio: 3D Building Meshes via Single Perspective Sketches Alberto Tono Heyaojing Huang Ashwin Agrawal Martin Fischer 29 5 0 24 Oct 2022
NeARportation: A Remote Real-time Neural Rendering Framework Yuichi Hiroi Yuta Itoh Jun Rekimoto 3DH 23 1 0 22 Oct 2022
Parallel Inversion of Neural Radiance Fields for Robust Pose Estimation Yunzhi Lin Thomas Müller Jonathan Tremblay Bowen Wen Stephen Tyree Alex Evans Patricio A. Vela Stan Birchfield 16 52 0 18 Oct 2022
S $^3$ -NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint Wenqi Yang Guanying Chen Chaofeng Chen Zhenfang Chen Kwan-Yee K. Wong 35 39 0 17 Oct 2022
CUF: Continuous Upsampling Filters C. N. Vasconcelos Cengiz Öztireli Mark J. Matthews Milad Hashemi Kevin Swersky Andrea Tagliasacchi SupR 27 7 0 13 Oct 2022
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory Nur Muhammad (Mahi) Shafiullah Chris Paxton Lerrel Pinto Soumith Chintala Arthur Szlam VLM LM&Ro CLIP 98 157 0 11 Oct 2022
Multi-Object Navigation with dynamically learned neural implicit representations Pierre Marza L. Matignon Olivier Simonin Christian Wolf 35 23 0 11 Oct 2022
VM-NeRF: Tackling Sparsity in NeRF with View Morphing M. Bortolon Alessio Del Bue Fabio Poiesi 43 7 0 09 Oct 2022
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review K. Gao Yina Gao Hongjie He Dening Lu Linlin Xu Jonathan Li 19 47 0 01 Oct 2022
Implicit Neural Spatial Representations for Time-dependent PDEs Honglin Chen Rundi Wu E. Grinspun Changxi Zheng Julius Berner AI4CE 25 33 0 30 Sep 2022
NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning Ruiqi Ni A. H. Qureshi AI4CE 36 17 0 30 Sep 2022
TT-NF: Tensor Train Neural Fields Anton Obukhov Mikhail (Misha) Usvyatsov Daniel Gehrig Konrad Schindler Luc Van Gool 50 7 0 30 Sep 2022
3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions Petros Tzathas Petros Maragos A. Roussos 18 6 0 28 Sep 2022
PREF: Predictability Regularized Neural Motion Fields Liangchen Song Xuan Gong Benjamin Planche Meng Zheng David Doermann Junsong Yuan Terrence Chen Ziyan Wu 59 11 0 21 Sep 2022
Attention Beats Concatenation for Conditioning Neural Fields Daniel Rebain Mark J. Matthews K. M. Yi Gopal Sharma Dmitry Lagun Andrea Tagliasacchi AI4CE 45 22 0 21 Sep 2022
Learning Reconstructability for Drone Aerial Path Planning Yilin Liu Liqiang Lin Yue Hu Ke Xie Chi-Wing Fu Hao Zhang Hui Huang 35 19 0 21 Sep 2022
Density-aware NeRF Ensembles: Quantifying Predictive Uncertainty in Neural Radiance Fields Niko Sünderhauf Jad Abou-Chakra Dimity Miller UQCV 75 53 0 19 Sep 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 38 18 0 12 Sep 2022
Clifford Neural Layers for PDE Modeling Johannes Brandstetter Rianne van den Berg Max Welling Jayesh K. Gupta AI4CE 64 82 0 08 Sep 2022
SE(3)-DiffusionFields: Learning smooth cost functions for joint grasp and motion optimization through diffusion Julen Urain Niklas Funk Jan Peters Georgia Chalvatzaki DiffM 58 122 0 08 Sep 2022
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations Vadim Tschernezki Iro Laina Diane Larlus Andrea Vedaldi 189 185 0 07 Sep 2022
SIRA: Relightable Avatars from a Single Image Pol Caselles Eduard Ramon Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer G. Triginer 3DH 21 12 0 07 Sep 2022
On Quantizing Implicit Neural Representations Cameron Gordon Shin-Fang Chng L. MacDonald Simon Lucey MQ 20 18 0 01 Sep 2022
E-NeRF: Neural Radiance Fields from a Moving Event Camera Simone Klenk Lukas Koestler Davide Scaramuzza Daniel Cremers 31 67 0 24 Aug 2022
NeIF: Representing General Reflectance as Neural Intrinsics Fields for Uncalibrated Photometric Stereo Zong-Han Li Qian Zheng Fei-Zhang Wang Boxin Shi Gang Pan Xudong Jiang 33 0 0 18 Aug 2022
Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis Phong Nguyen-Ha Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 21 4 0 09 Aug 2022
NeuralVDB: High-resolution Sparse Volume Representation using Hierarchical Neural Networks Doyub Kim Minjae Lee Ken Museth 30 27 0 08 Aug 2022
Neural Density-Distance Fields Itsuki Ueda Yoshihiro Fukuhara Hirokatsu Kataoka Hiroaki Aizawa Hidehiko Shishido I. Kitahara 37 15 0 29 Jul 2022
Depth Field Networks for Generalizable Multi-view Scene Representation Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Andrei Ambrus G. Shakhnarovich Matthew R. Walter Adrien Gaidon 3DV MDE 34 15 0 28 Jul 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 34 92 0 27 Jul 2022
Neural Radiance Transfer Fields for Relightable Novel-view Synthesis with Global Illumination Lin Lyu A. Tewari Thomas Leimkuehler Marc Habermann Christian Theobalt 26 49 0 27 Jul 2022
PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers Namgyu Kang Byeonghyeon Lee Youngjoon Hong S. Yun Eunbyung Park PINN AI4CE 22 13 0 26 Jul 2022
Generalizable Patch-Based Neural Rendering M. Suhail Carlos Esteves Leonid Sigal A. Makadia 36 103 0 21 Jul 2022