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1912.07372
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Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision
Computer Vision and Pattern Recognition (CVPR), 2019
16 December 2019
Michael Niemeyer
L. Mescheder
Michael Oechsle
Andreas Geiger
3DH
3DV
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Papers citing
"Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"
50 / 727 papers shown
Online Learning of a Probabilistic and Adaptive Scene Representation
Computer Vision and Pattern Recognition (CVPR), 2021
Zike Yan
Xin Wang
H. Zha
3DPC
3DV
129
3
0
31 Mar 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild
Computer Vision and Pattern Recognition (CVPR), 2021
Philipp Henzler
Jeremy Reizenstein
Patrick Labatut
Roman Shapovalov
Tobias Ritschel
Andrea Vedaldi
David Novotny
3DPC
3DV
149
81
0
30 Mar 2021
Self-Supervised Visibility Learning for Novel View Synthesis
Computer Vision and Pattern Recognition (CVPR), 2021
Yujiao Shi
Hongdong Li
Xin Yu
151
21
0
29 Mar 2021
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis
IEEE International Conference on Computer Vision (ICCV), 2021
Jiaxin Li
Zijian Feng
Qi She
Henghui Ding
Changhu Wang
G. Lee
3DH
MDE
255
185
0
27 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields
IEEE International Conference on Computer Vision (ICCV), 2021
Alex Yu
Ruilong Li
Matthew Tancik
Hao Li
Ren Ng
Angjoo Kanazawa
680
1,236
0
25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs
IEEE International Conference on Computer Vision (ICCV), 2021
Christian Reiser
Songyou Peng
Yiyi Liao
Andreas Geiger
492
920
0
25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields
IEEE International Conference on Computer Vision (ICCV), 2021
Jonathan T. Barron
B. Mildenhall
Matthew Tancik
Peter Hedman
Ricardo Martín Brualla
Pratul P. Srinivasan
443
2,484
0
24 Mar 2021
UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution
Xingqian Xu
Zinan Lin
Humphrey Shi
SupR
223
80
0
23 Mar 2021
Neural Lumigraph Rendering
Computer Vision and Pattern Recognition (CVPR), 2021
Petr Kellnhofer
Lars Jebe
Andrew Jones
Ryan P. Spicer
K. Pulli
Gordon Wetzstein
3DV
3DH
209
157
0
22 Mar 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2021
Despoina Paschalidou
Angelos Katharopoulos
Andreas Geiger
Sanja Fidler
3DPC
3DV
3DH
158
130
0
18 Mar 2021
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering
Artificial Intelligence Applications and Innovations (AIAI), 2021
Nikola Zubić
Pietro Lio
3DV
166
19
0
05 Mar 2021
NeuTex: Neural Texture Mapping for Volumetric Neural Rendering
Computer Vision and Pattern Recognition (CVPR), 2021
Fanbo Xiang
Zexiang Xu
Milovs Havsan
Yannick Hold-Geoffroy
Kalyan Sunkavalli
Hao Su
3DH
164
116
0
01 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering
Computer Vision and Pattern Recognition (CVPR), 2021
Qianqian Wang
Zhicheng Wang
Kyle Genova
Pratul P. Srinivasan
Howard Zhou
Jonathan T. Barron
Ricardo Martín Brualla
Noah Snavely
Thomas Funkhouser
3DV
393
898
0
25 Feb 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View
International Conference on Machine Learning (ICML), 2021
Konstantinos Rematas
Ricardo Martín Brualla
V. Ferrari
236
119
0
17 Feb 2021
Generative Models as Distributions of Functions
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Emilien Dupont
Yee Whye Teh
Arnaud Doucet
360
113
0
09 Feb 2021
Unsupervised Novel View Synthesis from a Single Image
Social Science Research Network (SSRN), 2021
Pierluigi Zama Ramirez
Diego Martin Arroyo
A. Tonioni
Federico Tombari
3DV
177
9
0
05 Feb 2021
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes
Computer Vision and Pattern Recognition (CVPR), 2021
Towaki Takikawa
Joey Litalien
K. Yin
Karsten Kreis
Charles T. Loop
Derek Nowrouzezahrai
Alec Jacobson
M. McGuire
Sanja Fidler
3DV
248
589
0
26 Jan 2021
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Shivam Duggal
Zihao Wang
Wei-Chiu Ma
S. Manivasagam
Justin Liang
Shenlong Wang
R. Urtasun
3DV
278
26
0
18 Jan 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans
Computer Vision and Pattern Recognition (CVPR), 2020
Sida Peng
Yuanqing Zhang
Yinghao Xu
Qianqian Wang
Qing Shuai
Hujun Bao
Xiaowei Zhou
3DH
826
809
0
31 Dec 2020
DeepSurfels: Learning Online Appearance Fusion
Computer Vision and Pattern Recognition (CVPR), 2020
Marko Mihajlovic
Silvan Weder
Marc Pollefeys
Martin R. Oswald
201
19
0
28 Dec 2020
STaR: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering
Computer Vision and Pattern Recognition (CVPR), 2020
Wentao Yuan
Zhaoyang Lv
Tanner Schmidt
S. Lovegrove
181
100
0
22 Dec 2020
From Points to Multi-Object 3D Reconstruction
Computer Vision and Pattern Recognition (CVPR), 2020
Francis Engelmann
Konstantinos Rematas
Bastian Leibe
V. Ferrari
3DPC
429
43
0
21 Dec 2020
Learning Compositional Radiance Fields of Dynamic Human Heads
Computer Vision and Pattern Recognition (CVPR), 2020
Ziyan Wang
Timur M. Bagautdinov
Stephen Lombardi
Shunsuke Saito
Jason M. Saragih
Jessica Hodgins
Michael Zollhöfer
3DH
AI4CE
229
93
0
17 Dec 2020
Neural Volume Rendering: NeRF And Beyond
F. Dellaert
Yen-Chen Lin
179
68
0
17 Dec 2020
Neural Radiance Flow for 4D View Synthesis and Video Processing
IEEE International Conference on Computer Vision (ICCV), 2020
Yilun Du
Yinan Zhang
Hong-Xing Yu
J. Tenenbaum
Jiajun Wu
AI4CE
306
316
0
17 Dec 2020
Learning Continuous Image Representation with Local Implicit Image Function
Computer Vision and Pattern Recognition (CVPR), 2020
Yinbo Chen
Sifei Liu
Xiaolong Wang
SSL
SupR
CLL
442
823
0
16 Dec 2020
Deep Optimized Priors for 3D Shape Modeling and Reconstruction
Computer Vision and Pattern Recognition (CVPR), 2020
Mingyue Yang
Yuxin Wen
Weikai Chen
Yuxiao Chen
Kui Jia
118
36
0
14 Dec 2020
D
2
^2
2
IM-Net: Learning Detail Disentangled Implicit Fields from Single Images
Computer Vision and Pattern Recognition (CVPR), 2020
Manyi Li
Hao Zhang
3DV
297
51
0
11 Dec 2020
Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations
Computer Vision and Pattern Recognition (CVPR), 2020
Yifan Wang
Shihao Wu
A. C. Öztireli
O. Sorkine-Hornung
3DPC
253
56
0
11 Dec 2020
INeRF: Inverting Neural Radiance Fields for Pose Estimation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020
Yen-Chen Lin
Peter R. Florence
Jonathan T. Barron
Alberto Rodriguez
Phillip Isola
Nayeon Lee
586
538
0
10 Dec 2020
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis
Pratul P. Srinivasan
Boyang Deng
Xiuming Zhang
Matthew Tancik
B. Mildenhall
Jonathan T. Barron
503
671
0
07 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images
Computer Vision and Pattern Recognition (CVPR), 2020
Alex Yu
Vickie Ye
Matthew Tancik
Angjoo Kanazawa
792
2,039
0
03 Dec 2020
Learned Initializations for Optimizing Coordinate-Based Neural Representations
Computer Vision and Pattern Recognition (CVPR), 2020
Matthew Tancik
B. Mildenhall
Terrance Wang
Divi Schmidt
Pratul P. Srinivasan
Jonathan T. Barron
Ren Ng
330
316
0
03 Dec 2020
AutoInt: Automatic Integration for Fast Neural Volume Rendering
Computer Vision and Pattern Recognition (CVPR), 2020
David B. Lindell
Julien N. P. Martel
Gordon Wetzstein
318
289
0
03 Dec 2020
Curiosity-driven 3D Object Detection Without Labels
International Conference on 3D Vision (3DV), 2020
David J. Griffiths
Jan Boehm
Tobias Ritschel
3DPC
308
1
0
02 Dec 2020
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis
Computer Vision and Pattern Recognition (CVPR), 2020
E. R. Chan
M. Monteiro
Petr Kellnhofer
Jiajun Wu
Gordon Wetzstein
GAN
383
933
0
02 Dec 2020
NeuralFusion: Online Depth Fusion in Latent Space
Computer Vision and Pattern Recognition (CVPR), 2020
Silvan Weder
Johannes L. Schonberger
Marc Pollefeys
Martin R. Oswald
3DGS
MDE
3DV
144
68
0
30 Nov 2020
RGBD-Net: Predicting color and depth images for novel views synthesis
International Conference on 3D Vision (3DV), 2020
Phong H. Nguyen
Animesh Karnewar
Lam Huynh
Esa Rahtu
Jirí Matas
J. Heikkilä
3DV
215
18
0
29 Nov 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes
Computer Vision and Pattern Recognition (CVPR), 2020
Albert Pumarola
Enric Corona
Gerard Pons-Moll
Francesc Moreno-Noguer
434
1,779
0
27 Nov 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces
International Conference on Machine Learning (ICML), 2020
Baorui Ma
Zhizhong Han
Yu-Shen Liu
Matthias Zwicker
3DPC
352
198
0
26 Nov 2020
Space-time Neural Irradiance Fields for Free-Viewpoint Video
Computer Vision and Pattern Recognition (CVPR), 2020
Wenqi Xian
Jia-Bin Huang
Johannes Kopf
Changil Kim
3DH
406
510
0
25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields
Computer Vision and Pattern Recognition (CVPR), 2020
Michael Niemeyer
Andreas Geiger
OCL
608
1,033
0
24 Nov 2020
Neural Scene Graphs for Dynamic Scenes
Computer Vision and Pattern Recognition (CVPR), 2020
Julian Ost
Fahim Mannan
Nils Thuerey
Julian Knodt
Felix Heide
GNN
OCL
AI4CE
417
365
0
20 Nov 2020
Stable View Synthesis
Computer Vision and Pattern Recognition (CVPR), 2020
Gernot Riegler
V. Koltun
354
231
0
14 Nov 2020
Dynamic Plane Convolutional Occupancy Networks
S. Lionar
D. Emtsev
Dusan Svilarkovic
Songyou Peng
3DPC
3DV
136
41
0
11 Nov 2020
Learning Deformable Tetrahedral Meshes for 3D Reconstruction
Jun Gao
Wenzheng Chen
Tommy Xiang
Clement Fuji-Tsang
Alec Jacobson
M. McGuire
Sanja Fidler
243
120
0
03 Nov 2020
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images
Neural Information Processing Systems (NeurIPS), 2020
Chen-Hsuan Lin
Chaoyang Wang
Simon Lucey
313
117
0
20 Oct 2020
Learning to Reconstruct and Segment 3D Objects
Bo Yang
3DPC
207
1
0
19 Oct 2020
TM-NET: Deep Generative Networks for Textured Meshes
Lin Gao
Tong Wu
Yu-Jie Yuan
Ming Lin
Yu-kun Lai
Hao Zhang
GAN
317
19
0
13 Oct 2020
GRF: Learning a General Radiance Field for 3D Representation and Rendering
IEEE International Conference on Computer Vision (ICCV), 2020
Alex Trevithick
Bo Yang
3DV
3DH
400
251
0
09 Oct 2020
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