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MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis
  from Sparse Inputs

MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs

17 February 2023
Seunghyeon Seo
D. Han
Yeonjin Chang
Nojun Kwak
ArXivPDFHTML

Papers citing "MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs"

36 / 36 papers shown
Title
Decompositional Neural Scene Reconstruction with Generative Diffusion Prior
Decompositional Neural Scene Reconstruction with Generative Diffusion Prior
Junfeng Ni
Yu Liu
Ruijie Lu
Zirui Zhou
Song-Chun Zhu
Yixin Chen
Siyuan Huang
DiffM
64
4
0
19 Mar 2025
DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis
DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis
Ingyun Lee
J. Jang
Seunghyeon Seo
Nojun Kwak
61
0
0
17 Mar 2025
Neural Radiance Fields for the Real World: A Survey
Neural Radiance Fields for the Real World: A Survey
Wenhui Xiao
Remi Chierchia
Rodrigo Santa Cruz
Xuesong Li
David Ahmedt-Aristizabal
Olivier Salvado
Clinton Fookes
Léo Lebrat
AI4CE
76
0
0
22 Jan 2025
GSemSplat: Generalizable Semantic 3D Gaussian Splatting from
  Uncalibrated Image Pairs
GSemSplat: Generalizable Semantic 3D Gaussian Splatting from Uncalibrated Image Pairs
Xingrui Wang
Cuiling Lan
Hanxin Zhu
Zhibo Chen
Yan Lu
3DGS
91
1
0
22 Dec 2024
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
Mijeong Kim
Jongwoo Lim
Bohyung Han
3DGS
33
2
0
13 Nov 2024
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot
  Novel View Synthesis
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
Rui Peng
Wangze Xu
Luyang Tang
Liwei Liao
Jianbo Jiao
Ronggang Wang
3DGS
37
2
0
06 Nov 2024
Few-shot NeRF by Adaptive Rendering Loss Regularization
Few-shot NeRF by Adaptive Rendering Loss Regularization
Qingshan Xu
Xuanyu Yi
Jianyao Xu
Wenbing Tao
Yew-Soon Ong
Hanwang Zhang
25
6
0
23 Oct 2024
MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian
  Radiance Fields
MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance Fields
Yuru Xiao
Deming Zhai
Wenbo Zhao
Kui Jiang
Junjun Jiang
Xianming Liu
3DGS
32
0
0
15 Oct 2024
Sources of Uncertainty in 3D Scene Reconstruction
Sources of Uncertainty in 3D Scene Reconstruction
Marcus Klasson
Riccardo Mereu
Juho Kannala
Arno Solin
3DV
3DGS
31
3
0
10 Sep 2024
SSNeRF: Sparse View Semi-supervised Neural Radiance Fields with
  Augmentation
SSNeRF: Sparse View Semi-supervised Neural Radiance Fields with Augmentation
Xiao Cao
Beibei Lin
Bo Wang
Zhiyong Huang
Robby T. Tan
26
1
0
17 Aug 2024
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided
  Geometric Linearization
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization
Mae Younes
Amine Ouasfi
A. Boukhayma
3DV
40
9
0
19 Jul 2024
Efficient Depth-Guided Urban View Synthesis
Efficient Depth-Guided Urban View Synthesis
Sheng Miao
Jiaxin Huang
Dongfeng Bai
Weichao Qiu
Bingbing Liu
Andreas Geiger
Yiyi Liao
44
3
0
17 Jul 2024
Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler
  Solutions
Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler Solutions
Nagabhushan Somraj
S. H. Mupparaju
Adithyan Karanayil
R. Soundararajan
29
2
0
29 Apr 2024
Neural Radiance Field-based Visual Rendering: A Comprehensive Review
Neural Radiance Field-based Visual Rendering: A Comprehensive Review
Mingyuan Yao
Yukang Huo
Yang Ran
Qingbin Tian
Ruifeng Wang
Haihua Wang
AI4CE
32
8
0
31 Mar 2024
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View
  Synthesis?
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
Hanxin Zhu
Tianyu He
Xin Li
Bingchen Li
Zhibo Chen
37
10
0
10 Mar 2024
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency
Hanxin Zhu
Tianyu He
Zhibo Chen
32
4
0
26 Feb 2024
FrameNeRF: A Simple and Efficient Framework for Few-shot Novel View
  Synthesis
FrameNeRF: A Simple and Efficient Framework for Few-shot Novel View Synthesis
Yan Xing
Pan Wang
Ligang Liu
Daolun Li
Li Zhang
33
2
0
22 Feb 2024
Semantically-aware Neural Radiance Fields for Visual Scene
  Understanding: A Comprehensive Review
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review
Thang-Anh-Quan Nguyen
Amine Bourki
Mátyás Macudzinski
Anthony Brunel
M. Bennamoun
27
10
0
17 Feb 2024
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided
  Neural Radiance Fields for Sparse View Inputs
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs
Zelin Gao
Wei-wei Dai
Yu Zhang
30
2
0
22 Jan 2024
Informative Rays Selection for Few-Shot Neural Radiance Fields
Informative Rays Selection for Few-Shot Neural Radiance Fields
M. Orsingher
Anthony DellÉva
P. Zani
P. Medici
Massimo Bertozzi
13
1
0
29 Dec 2023
ZeroRF: Fast Sparse View 360° Reconstruction with Zero Pretraining
ZeroRF: Fast Sparse View 360° Reconstruction with Zero Pretraining
Ruoxi Shi
Xinyue Wei
Cheng Wang
Hao Su
25
16
0
14 Dec 2023
Global Latent Neural Rendering
Global Latent Neural Rendering
T. Tanay
Matteo Maggioni
3DV
22
5
0
13 Dec 2023
ReconFusion: 3D Reconstruction with Diffusion Priors
ReconFusion: 3D Reconstruction with Diffusion Priors
Rundi Wu
B. Mildenhall
Philipp Henzler
Keunhong Park
Ruiqi Gao
...
Pratul P. Srinivasan
Dor Verbin
Jonathan T. Barron
Ben Poole
Aleksander Holynski
79
171
0
05 Dec 2023
Instant Uncertainty Calibration of NeRFs Using a Meta-calibrator
Instant Uncertainty Calibration of NeRFs Using a Meta-calibrator
Niki Amini-Naieni
Tomas Jakab
Andrea Vedaldi
Ronald Clark
24
1
0
04 Dec 2023
Fast Sun-aligned Outdoor Scene Relighting based on TensoRF
Fast Sun-aligned Outdoor Scene Relighting based on TensoRF
Yeonjin Chang
Yearim Kim
Seunghyeon Seo
Jung Yi
Nojun Kwak
3DGS
21
5
0
07 Nov 2023
Viewpoint Textual Inversion: Unleashing Novel View Synthesis with
  Pretrained 2D Diffusion Models
Viewpoint Textual Inversion: Unleashing Novel View Synthesis with Pretrained 2D Diffusion Models
James Burgess
Kuan-Chieh Wang
Serena Yeung-Levy
DiffM
35
6
0
14 Sep 2023
SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with
  Simpler Solutions
SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler Solutions
Nagabhushan Somraj
Adithyan Karanayil
R. Soundararajan
19
35
0
07 Sep 2023
ConcatPlexer: Additional Dim1 Batching for Faster ViTs
ConcatPlexer: Additional Dim1 Batching for Faster ViTs
D. Han
Seunghyeon Seo
D. Jeon
Jiho Jang
Chaerin Kong
Nojun Kwak
ViT
MoE
20
0
0
22 Aug 2023
Survey on Controlable Image Synthesis with Deep Learning
Survey on Controlable Image Synthesis with Deep Learning
Shixiong Zhang
Jiao Li
Lu Yang
3DV
26
1
0
18 Jul 2023
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis
Seunghyeon Seo
Yeonjin Chang
Nojun Kwak
21
27
0
30 Jun 2023
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for
  High-Quality Sparse-View Reconstruction
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View Reconstruction
Xinhang Liu
Jiaben Chen
Shiu-hong Kao
Yu-Wing Tai
Chi-Keung Tang
DiffM
20
15
0
24 May 2023
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views
Barbara Roessle
Jonathan T. Barron
B. Mildenhall
Pratul P. Srinivasan
Matthias Nießner
VGen
125
359
0
06 Dec 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View
ShaRF: Shape-conditioned Radiance Fields from a Single View
Konstantinos Rematas
Ricardo Martín Brualla
V. Ferrari
50
110
0
17 Feb 2021
Learning Accurate Dense Correspondences and When to Trust Them
Learning Accurate Dense Correspondences and When to Trust Them
Prune Truong
Martin Danelljan
Luc Van Gool
Radu Timofte
3DH
3DPC
70
128
0
05 Jan 2021
Portrait Neural Radiance Fields from a Single Image
Portrait Neural Radiance Fields from a Single Image
Chen Gao
Yichang Shih
Wei-Sheng Lai
Chia-Kai Liang
Jia-Bin Huang
3DH
CVBM
98
79
0
10 Dec 2020
Neural Sparse Voxel Fields
Neural Sparse Voxel Fields
Lingjie Liu
Jiatao Gu
Kyaw Zaw Lin
Tat-Seng Chua
Christian Theobalt
191
1,242
0
22 Jul 2020
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