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Neural Fields in Visual Computing and Beyond
22 November 2021
Yiheng Xie
Towaki Takikawa
Shunsuke Saito
Or Litany
Shiqin Yan
Numair Khan
Federico Tombari
James Tompkin
Vincent Sitzmann
Srinath Sridhar
3DH
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Papers citing
"Neural Fields in Visual Computing and Beyond"
50 / 452 papers shown
Title
Neural Field Convolutions by Repeated Differentiation
Ntumba Elie Nsampi
Adarsh Djeacoumar
Hans-Peter Seidel
Tobias Ritschel
Thomas Leimkuhler
82
7
0
04 Apr 2023
∞
\infty
∞
-Diff: Infinite Resolution Diffusion with Subsampled Mollified States
Sam Bond-Taylor
Chris G. Willcocks
85
18
0
31 Mar 2023
NeRF-Supervised Deep Stereo
Fabio Tosi
A. Tonioni
Daniele De Gregorio
Matteo Poggi
MDE
102
46
0
30 Mar 2023
CN-DHF: Compact Neural Double Height-Field Representations of 3D Shapes
Eric Hedlin
Jinfan Yang
Nicholas Vining
K. M. Yi
Alla Sheffer
57
0
0
29 Mar 2023
CARTO: Category and Joint Agnostic Reconstruction of ARTiculated Objects
Nick Heppert
Muhammad Zubair Irshad
Sergey Zakharov
Katherine Liu
Rares Andrei Ambrus
Jeannette Bohg
Abhinav Valada
Thomas Kollar
104
37
0
28 Mar 2023
OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis
Hongyi Xu
Guoxian Song
Zihang Jiang
Jianfeng Zhang
Yichun Shi
Jing Liu
Wan-Chun Ma
Jiashi Feng
Linjie Luo
101
29
0
27 Mar 2023
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision
Jiahui Lei
Congyue Deng
Karl Schmeckpeper
Leonidas Guibas
Kostas Daniilidis
3DPC
104
22
0
27 Mar 2023
NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation
Zehan Zheng
Danni Wu
Ruisi Lu
Fan Lu
Guang-Sheng Chen
Changjun Jiang
3DPC
3DV
80
12
0
27 Mar 2023
DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering
Zong-Han Li
Qian Zheng
Boxin Shi
Gang Pan
Xudong Jiang
107
11
0
27 Mar 2023
On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks
Hyunjun Jung
Patrick Ruhkamp
Guangyao Zhai
Nikolas Brasch
Yitong Li
...
Anil Armagan
Slobodan Ilic
A. Leonardis
Nassir Navab
Benjamin Busam
3DH
3DV
62
13
0
26 Mar 2023
Viewpoint Equivariance for Multi-View 3D Object Detection
Di Chen
Jiajian Li
Vitor Campagnolo Guizilini
Rares Andrei Ambrus
Adrien Gaidon
3DPC
60
15
0
25 Mar 2023
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360
∘
^{\circ}
∘
Sizhe An
Hongyi Xu
Yichun Shi
Guoxian Song
Ümit Y. Ogras
Linjie Luo
3DH
135
78
0
23 Mar 2023
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models
Jianglong Ye
Naiyan Wang
Xinyu Wang
DiffM
94
43
0
22 Mar 2023
PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision
Konstantinos Tertikas
Pascalidou Despoina
Boxiao Pan
Jeong Joon Park
Mikaela Angelina Uy
Ioannis Emiris
Yannis Avrithis
Leonidas Guibas
115
29
0
16 Mar 2023
NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes
Marie-Julie Rakotosaona
Fabian Manhardt
Diego Martin Arroyo
Michael Niemeyer
Abhijit Kundu
F. Tombari
AI4CE
62
64
0
16 Mar 2023
Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos
Rohit Jena
Pratik Chaudhari
James C. Gee
Ganesh Iyer
Siddharth Choudhary
Brandon M. Smith
3DH
119
2
0
15 Mar 2023
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization
Jiawei Yang
Marco Pavone
Yue Wang
195
281
0
13 Mar 2023
PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification
Xuan Li
Yi-Ling Qiao
Julius Berner
Krishna Murthy Jatavallabhula
Ming Lin
Chenfanfu Jiang
Chuang Gan
144
87
0
09 Mar 2023
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation
Arthur Moreau
Nathan Piasco
Moussâb Bennehar
D. Tsishkou
B. Stanciulescu
A. de La Fortelle
65
35
0
08 Mar 2023
CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding
Jingyu Liu
Wenhan Xiong
Ian Jones
Yixin Nie
Anchit Gupta
Barlas Ouguz
3DV
85
15
0
07 Mar 2023
Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features
Yuqi Zhang
Guanying Chen
Shuguang Cui
108
34
0
06 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods
Zhiqin Chen
3DV
125
4
0
06 Mar 2023
Semantic Attention Flow Fields for Monocular Dynamic Scene Decomposition
Yiqing Liang
Eliot Laidlaw
Alexander Meyerowitz
Srinath Sridhar
James Tompkin
VOS
71
14
0
02 Mar 2023
Implicit Neural Representations for Modeling of Abdominal Aortic Aneurysm Progression
Dieuwertje Alblas
Marie‐Claude Hofman
Christoph Brune
K. K. Yeung
J. Wolterink
MedIm
AI4CE
86
4
0
02 Mar 2023
Diffusion Probabilistic Fields
Peiye Zhuang
Samira Abnar
Jiatao Gu
Alex Schwing
Joshua M. Susskind
Miguel Angel Bautista
DiffM
66
24
0
01 Mar 2023
Variational Autoencoding Neural Operators
Jacob H. Seidman
Georgios Kissas
George J. Pappas
P. Perdikaris
DRL
AI4CE
90
11
0
20 Feb 2023
PersonNeRF: Personalized Reconstruction from Photo Collections
Chung-Yi Weng
Pratul P. Srinivasan
Brian L. Curless
Ira Kemelmacher-Shlizerman
3DH
65
17
0
16 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes
Luca de Luigi
Adriano Cardace
Riccardo Spezialetti
Pierluigi Zama Ramirez
Samuele Salti
Luigi Di Stefano
97
50
0
10 Feb 2023
MEGANE: Morphable Eyeglass and Avatar Network
Junxuan Li
Shunsuke Saito
Tomas Simon
Stephen Lombardi
Hongdong Li
Jason M. Saragih
78
16
0
09 Feb 2023
Polynomial Neural Fields for Subband Decomposition and Manipulation
Guandao Yang
Sagie Benaim
Varun Jampani
Kyle Genova
Jonathan T. Barron
Thomas Funkhouser
Bharath Hariharan
Serge Belongie
98
21
0
09 Feb 2023
Nerfstudio: A Modular Framework for Neural Radiance Field Development
Matthew Tancik
Ethan Weber
Evonne Ng
Ruilong Li
Brent Yi
...
Jake Austin
Kamyar Salahi
Abhik Ahuja
David McAllister
Angjoo Kanazawa
189
653
0
08 Feb 2023
NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM
Zihan Zhu
Songyou Peng
Viktor Larsson
Zhaopeng Cui
Martin R. Oswald
Andreas Geiger
Marc Pollefeys
3DGS
98
163
0
07 Feb 2023
Noncommutative
C
∗
C^*
C
∗
-algebra Net: Learning Neural Networks with Powerful Product Structure in
C
∗
C^*
C
∗
-algebra
Ryuichiro Hataya
Yuka Hashimoto
111
4
0
26 Jan 2023
RGB-D-Based Categorical Object Pose and Shape Estimation: Methods, Datasets, and Evaluation
Leonard Bruns
Patric Jensfelt
82
9
0
19 Jan 2023
Benchmarking Robustness in Neural Radiance Fields
Chen Wang
Angtian Wang
Junbo Li
Alan Yuille
Cihang Xie
95
12
0
10 Jan 2023
HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling
Benjamin Attal
Jia-Bin Huang
Christian Richardt
Michael Zollhoefer
Johannes Kopf
Matthew O'Toole
Changil Kim
3DH
114
131
0
05 Jan 2023
A Probabilistic Framework for Visual Localization in Ambiguous Scenes
Fereidoon Zangeneh
Leonard Bruns
A. Dekel
Alessandro Pieropan
Patric Jensfelt
51
11
0
05 Jan 2023
Neural Point Catacaustics for Novel-View Synthesis of Reflections
Georgios Kopanas
Thomas Leimkuhler
G. Rainer
Clément Jambon
G. Drettakis
110
89
0
03 Jan 2023
Interactive Segmentation of Radiance Fields
Rahul Goel
Dhawal Sirikonda
Saurabh Saini
P. J. Narayanan
97
51
0
27 Dec 2022
FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos
J. Lee
Daniel Rho
J. Ko
Eunbyung Park
76
45
0
23 Dec 2022
3D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
Dale Decatur
Itai Lang
Rana Hanocka
68
26
0
21 Dec 2022
ARO-Net: Learning Implicit Fields from Anchored Radial Observations
Yizhi Wang
Zeyu Huang
Ariel Shamir
Hui Huang
Hao Zhang
Ruizhen Hu
82
3
0
19 Dec 2022
MEIL-NeRF: Memory-Efficient Incremental Learning of Neural Radiance Fields
Jaeyoung Chung
Kang-Ho Lee
Sungyong Baik
Kyoung Mu Lee
CLL
67
10
0
16 Dec 2022
PhoMoH: Implicit Photorealistic 3D Models of Human Heads
M. Zanfir
Thiemo Alldieck
C. Sminchisescu
3DH
106
5
0
14 Dec 2022
ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes
Sergey Zakharov
Rares Andrei Ambrus
Katherine Liu
Adrien Gaidon
3DV
110
4
0
12 Dec 2022
MIRA: Mental Imagery for Robotic Affordances
Lin Yen-Chen
Pete Florence
Andy Zeng
Jonathan T. Barron
Yilun Du
Wei-Chiu Ma
Anthony Simeonov
Alberto Rodriguez Garcia
Phillip Isola
LM&Ro
132
33
0
12 Dec 2022
Neural Structure Fields with Application to Crystal Structure Autoencoders
Naoya Chiba
Yuta Suzuki
Tatsunori Taniai
Ryo Igarashi
Yoshitaka Ushiku
Kotaro Saito
K. Ono
78
5
0
08 Dec 2022
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields
Anh-Quan Cao
Raoul de Charette
MDE
189
50
0
05 Dec 2022
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields
Rohith Agaram
Shaurya Dewan
Rahul Sajnani
A. Poulenard
Madhava Krishna
Srinath Sridhar
90
6
0
05 Dec 2022
Neural Fourier Filter Bank
Zhijie Wu
Yuhe Jin
K. M. Yi
75
27
0
04 Dec 2022
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