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Neural Fields in Visual Computing and Beyond
v1v2v3v4 (latest)

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
ArXiv (abs)PDFHTML

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 452 papers shown
Title
Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot
  Images
Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot Images
Jaeyoung Chung
Jeongtaek Oh
Kyoung Mu Lee
3DGS
173
106
0
22 Nov 2023
A Compact Dynamic 3D Gaussian Representation for Real-Time Dynamic View
  Synthesis
A Compact Dynamic 3D Gaussian Representation for Real-Time Dynamic View Synthesis
Kai Katsumata
D. Vo
Hideki Nakayama
3DGS
104
22
0
21 Nov 2023
SplatArmor: Articulated Gaussian splatting for animatable humans from
  monocular RGB videos
SplatArmor: Articulated Gaussian splatting for animatable humans from monocular RGB videos
Rohit Jena
Ganesh Iyer
Siddharth Choudhary
Brandon M. Smith
Pratik Chaudhari
James C. Gee
3DGS
93
26
0
17 Nov 2023
RENI++ A Rotation-Equivariant, Scale-Invariant, Natural Illumination
  Prior
RENI++ A Rotation-Equivariant, Scale-Invariant, Natural Illumination Prior
James A. D. Gardner
Bernhard Egger
William A. P. Smith
86
2
0
15 Nov 2023
Single-Image 3D Human Digitization with Shape-Guided Diffusion
Single-Image 3D Human Digitization with Shape-Guided Diffusion
Badour Albahar
Shunsuke Saito
Hung-Yu Tseng
Changil Kim
Johannes Kopf
Jia-Bin Huang
DiffM
86
33
0
15 Nov 2023
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for
  Controllable Sensor Simulation
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation
Jingkang Wang
S. Manivasagam
Yun Chen
Ze Yang
Ioan Andrei Bârsan
A. Yang
Wei-Chiu Ma
R. Urtasun
3DV
109
24
0
02 Nov 2023
Latent Field Discovery In Interacting Dynamical Systems With Neural
  Fields
Latent Field Discovery In Interacting Dynamical Systems With Neural Fields
Miltiadis Kofinas
Erik J. Bekkers
N. S. Nagaraja
E. Gavves
AI4CE
137
8
0
31 Oct 2023
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture
Zeshun Zong
Xuan Li
Minchen Li
Maurizio M. Chiaramonte
Wojciech Matusik
E. Grinspun
Kevin Carlberg
Chenfanfu Jiang
Julius Berner
AI4CE
126
18
0
26 Oct 2023
HyperFields: Towards Zero-Shot Generation of NeRFs from Text
HyperFields: Towards Zero-Shot Generation of NeRFs from Text
Sudarshan Babu
Richard Liu
Avery Zhou
Michael Maire
Greg Shakhnarovich
Rana Hanocka
AI4CE
111
11
0
26 Oct 2023
Interaction-Driven Active 3D Reconstruction with Object Interiors
Interaction-Driven Active 3D Reconstruction with Object Interiors
Zihao Yan
Fubao Su
Mingyang Wang
Ruizhen Hu
Hao Zhang
Hui Huang
86
2
0
23 Oct 2023
Partition Speeds Up Learning Implicit Neural Representations Based on
  Exponential-Increase Hypothesis
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis
Ke Liu
Feng Liu
Haishuai Wang
Ning Ma
Jiajun Bu
Bo Han
74
12
0
22 Oct 2023
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction
Pol Caselles
Eduard Ramon
Jaime García
G. Triginer
Francesc Moreno-Noguer
91
3
0
12 Oct 2023
rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera
rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera
Tongtong Zhang
Yuanxiang Li
73
2
0
11 Oct 2023
Neural Bounding
Neural Bounding
Wenxin Liu
Michael Fischer
Paul D. Yoo
Tobias Ritschel
156
0
0
10 Oct 2023
Variational Barycentric Coordinates
Variational Barycentric Coordinates
Ana Dodik
Oded Stein
Vincent Sitzmann
Justin Solomon
79
12
0
05 Oct 2023
Neural Processing of Tri-Plane Hybrid Neural Fields
Neural Processing of Tri-Plane Hybrid Neural Fields
Adriano Cardace
Pierluigi Zama Ramirez
Francesco Ballerini
Allan Zhou
Samuele Salti
Luigi Di Stefano
AI4CE
94
7
0
02 Oct 2023
ECNR: Efficient Compressive Neural Representation of Time-Varying
  Volumetric Datasets
ECNR: Efficient Compressive Neural Representation of Time-Varying Volumetric Datasets
Kaiyuan Tang
Chaoli Wang
72
8
0
02 Oct 2023
SHACIRA: Scalable HAsh-grid Compression for Implicit Neural
  Representations
SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations
Sharath Girish
Abhinav Shrivastava
Kamal Gupta
104
25
0
27 Sep 2023
Tiled Multiplane Images for Practical 3D Photography
Tiled Multiplane Images for Practical 3D Photography
Numair Khan
Douglas Lanman
Lei Xiao
86
7
0
25 Sep 2023
Rendering stable features improves sampling-based localisation with
  Neural radiance fields
Rendering stable features improves sampling-based localisation with Neural radiance fields
Boxuan Zhang
Lindsay Kleeman
Michael G. Burke
121
0
0
21 Sep 2023
Robust e-NeRF: NeRF from Sparse & Noisy Events under Non-Uniform Motion
Robust e-NeRF: NeRF from Sparse & Noisy Events under Non-Uniform Motion
Weng Fei Low
Gim Hee Lee
93
41
0
15 Sep 2023
Neural Field Representations of Articulated Objects for Robotic
  Manipulation Planning
Neural Field Representations of Articulated Objects for Robotic Manipulation Planning
Phillip Grote
Joaquim Ortiz de Haro
Marc Toussaint
Ozgur S. Oguz
288
1
0
14 Sep 2023
Generalizable Neural Fields as Partially Observed Neural Processes
Generalizable Neural Fields as Partially Observed Neural Processes
Jeffrey Gu
Kuan-Chieh Wang
Serena Yeung
AI4CE
102
4
0
13 Sep 2023
Instance-Agnostic Geometry and Contact Dynamics Learning
Instance-Agnostic Geometry and Contact Dynamics Learning
Mengti Sun
Bowen Jiang
Bibit Bianchini
Camillo J Taylor
Michael Posa
78
1
0
11 Sep 2023
SyncDreamer: Generating Multiview-consistent Images from a Single-view
  Image
SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
Yuan Liu
Chu-Hsing Lin
Zijiao Zeng
Xiaoxiao Long
Lingjie Liu
Taku Komura
Wenping Wang
DiffM
132
445
0
07 Sep 2023
CoNeS: Conditional neural fields with shift modulation for
  multi-sequence MRI translation
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation
Yunjie Chen
Marius Staring
O. M. Neve
Stephan R. Romeijn
Erik F. Hensen
Berit M. Verbist
J. Wolterink
Qian Tao
DiffMMedIm
90
3
0
06 Sep 2023
ResFields: Residual Neural Fields for Spatiotemporal Signals
ResFields: Residual Neural Fields for Spatiotemporal Signals
Marko Mihajlovic
Sergey Prokudin
Marc Pollefeys
Siyu Tang
118
18
0
06 Sep 2023
Instant Continual Learning of Neural Radiance Fields
Instant Continual Learning of Neural Radiance Fields
Ryan Po
Zhengyang Dong
Alexander W. Bergman
Gordon Wetzstein
CLL
86
10
0
04 Sep 2023
BLiSS: Bootstrapped Linear Shape Space
BLiSS: Bootstrapped Linear Shape Space
Sanjeev Muralikrishnan
C. Huang
Duygu Ceylan
Niloy J. Mitra
75
3
0
04 Sep 2023
NSF: Neural Surface Fields for Human Modeling from Monocular Depth
NSF: Neural Surface Fields for Human Modeling from Monocular Depth
Yuxuan Xue
Bharat Lal Bhatnagar
R. Marin
N. Sarafianos
Yuanlu Xu
Gerard Pons-Moll
Tony Tung
3DH
79
18
0
28 Aug 2023
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
Navami Kairanda
Marc Habermann
Christian Theobalt
Vladislav Golyanik
AI4CE
100
4
0
24 Aug 2023
NeO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes
NeO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes
Muhammad Zubair Irshad
Sergey Zakharov
Katherine Liu
Vitor Campagnolo Guizilini
Thomas Kollar
Adrien Gaidon
Z. Kira
Rares Andrei Ambrus
82
48
0
24 Aug 2023
Improving NeRF Quality by Progressive Camera Placement for Unrestricted
  Navigation in Complex Environments
Improving NeRF Quality by Progressive Camera Placement for Unrestricted Navigation in Complex Environments
Georgios Kopanas
G. Drettakis
117
13
0
24 Aug 2023
Pose Modulated Avatars from Video
Pose Modulated Avatars from Video
Chunjin Song
Bastian Wandt
Helge Rhodin
3DH
80
2
0
23 Aug 2023
Semantic-Aware Implicit Template Learning via Part Deformation
  Consistency
Semantic-Aware Implicit Template Learning via Part Deformation Consistency
S. Kim
Minseok Joo
Jae-Won Lee
Juyeon Ko
Juhan Cha
Hyunwoo J. Kim
103
2
0
23 Aug 2023
Approaching human 3D shape perception with neurally mappable models
Approaching human 3D shape perception with neurally mappable models
Thomas P. O'Connell
Tyler Bonnen
Yoni Friedman
A. Tewari
J. Tenenbaum
Vincent Sitzmann
Nancy Kanwisher
3DH3DV
83
6
0
22 Aug 2023
Efficient View Synthesis with Neural Radiance Distribution Field
Efficient View Synthesis with Neural Radiance Distribution Field
Yushuang Wu
Xiao Li
Jinglu Wang
Xiaoguang Han
Shuguang Cui
Yan Lu
95
1
0
22 Aug 2023
Reach For the Spheres: Tangency-Aware Surface Reconstruction of SDFs
Reach For the Spheres: Tangency-Aware Surface Reconstruction of SDFs
Silvia Sellán
Christopher Peter Batty
Oded Stein
55
17
0
18 Aug 2023
Grasp Transfer based on Self-Aligning Implicit Representations of Local
  Surfaces
Grasp Transfer based on Self-Aligning Implicit Representations of Local Surfaces
Ahmet E. Tekden
M. Deisenroth
Yasemin Bekiroglu
125
6
0
15 Aug 2023
Neural radiance fields in the industrial and robotics domain:
  applications, research opportunities and use cases
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases
Eugen Šlapak
Enric Pardo
Matús Dopiriak
T. Maksymyuk
Juraj Gazda
AI4CE
90
15
0
14 Aug 2023
S3IM: Stochastic Structural SIMilarity and Its Unreasonable
  Effectiveness for Neural Fields
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields
Zeke Xie
Xindi Yang
Yujie Yang
Qingyan Sun
Yi Jiang
Haoran Wang
Yunfeng Cai
Mingming Sun
75
35
0
14 Aug 2023
Neural Field Movement Primitives for Joint Modelling of Scenes and
  Motions
Neural Field Movement Primitives for Joint Modelling of Scenes and Motions
Ahmet E. Tekden
M. Deisenroth
Yasemin Bekiroglu
3DV
104
2
0
09 Aug 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering
3D Gaussian Splatting for Real-Time Radiance Field Rendering
Bernhard Kerbl
Georgios Kopanas
Thomas Leimkuehler
G. Drettakis
3DGS
302
3,849
0
08 Aug 2023
SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging
  Garments
SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging Garments
Tianxing Li
Rui Shi
Qing Zhu
T. Kanai
79
2
0
05 Aug 2023
CT Reconstruction from Few Planar X-rays with Application towards
  Low-resource Radiotherapy
CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy
Yiran Sun
Tucker Netherton
Laurence Court
Ashok Veeraraghavan
Guha Balakrishnan
MedIm
60
7
0
04 Aug 2023
DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
Chengkun Lu
Peisen Zhou
Angela Xing
Chandradeep Pokhariya
Arnab Dey
...
Rugved Mavidipalli
Dylan Hu
Andrew I. Comport
Kefan Chen
Srinath Sridhar
3DHVGen
64
6
0
31 Jul 2023
Implicit Neural Representation in Medical Imaging: A Comparative Survey
Implicit Neural Representation in Medical Imaging: A Comparative Survey
Amir Molaei
Amirhossein Aminimehr
A. Tavakoli
Amirhossein Kazerouni
Babak Azad
Reza Azad
Dorit Merhof
OOD
88
88
0
30 Jul 2023
Implicit neural representation for change detection
Implicit neural representation for change detection
Peter Naylor
Diego Di Carlo
Arianna Traviglia
Makoto Yamada
M. Fiorucci
3DPC
70
1
0
28 Jul 2023
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural
  Fields
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields
Tabita Catalán
Matías Courdurier
A. Osses
René M. Botnar
F. Sahli Costabal
Claudia Prieto
88
9
0
24 Jul 2023
Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for
  Cortical Surface Reconstruction
Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction
Shanlin Sun
Thanh-Tung Le
Chenyu You
Hao Tang
Kun Han
Haoyu Ma
Deying Kong
Xiangyi Yan
Xiaohui Xie
3DV
48
2
0
23 Jul 2023
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