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RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from
  Sparse Inputs

RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs

1 December 2021
Michael Niemeyer
Jonathan T. Barron
B. Mildenhall
Mehdi S. M. Sajjadi
Andreas Geiger
Noha Radwan
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs"

50 / 499 papers shown
CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization
CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization
Jiawei Zhang
Jiahe Li
Xiaohan Yu
Lei Huang
Lin Gu
Jin Zheng
Xiao Bai
435
88
0
20 May 2024
Depth Reconstruction with Neural Signed Distance Fields in Structured
  Light Systems
Depth Reconstruction with Neural Signed Distance Fields in Structured Light Systems
Rukun Qiao
Hiroshi Kawasaki
Hongbin Zha
3DVMDE
205
3
0
20 May 2024
3D Vessel Reconstruction from Sparse-View Dynamic DSA Images via Vessel
  Probability Guided Attenuation Learning
3D Vessel Reconstruction from Sparse-View Dynamic DSA Images via Vessel Probability Guided Attenuation Learning
Zhentao Liu
Huangxuan Zhao
Wenhui Qin
Zhenghong Zhou
Xinggang Wang
Wenping Wang
Xiaochun Lai
Chuansheng Zheng
Dinggang Shen
Zhiming Cui
236
7
0
17 May 2024
Synergistic Integration of Coordinate Network and Tensorial Feature for
  Improving Neural Radiance Fields from Sparse Inputs
Synergistic Integration of Coordinate Network and Tensorial Feature for Improving Neural Radiance Fields from Sparse InputsInternational Conference on Machine Learning (ICML), 2024
Mingyu Kim
Jun-Seong Kim
Se-Young Yun
Jin-Hwa Kim
289
0
0
13 May 2024
Residual-NeRF: Learning Residual NeRFs for Transparent Object
  Manipulation
Residual-NeRF: Learning Residual NeRFs for Transparent Object ManipulationIEEE International Conference on Robotics and Automation (ICRA), 2024
Bardienus P. Duisterhof
Yuemin Mao
Si Heng Teng
Jeffrey Ichnowski
179
8
0
10 May 2024
A Construct-Optimize Approach to Sparse View Synthesis without Camera
  Pose
A Construct-Optimize Approach to Sparse View Synthesis without Camera PoseInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2024
Kaiwen Jiang
Yang Fu
Mukund Varma T
Yash Belhe
Xiaolong Wang
Hao Su
R. Ramamoorthi
3DV3DGS
238
37
0
06 May 2024
NeRFs in Robotics: A Survey
NeRFs in Robotics: A Survey
G. Wang
Lei Pan
Songyou Peng
Gangyan Zeng
Chenfeng Xu
Yanzi Miao
Wei Zhan
Masayoshi Tomizuka
Marc Pollefeys
Hesheng Wang
380
15
0
02 May 2024
PhyRecon: Physically Plausible Neural Scene Reconstruction
PhyRecon: Physically Plausible Neural Scene Reconstruction
Junfeng Ni
Yixin Chen
Bohan Jing
Nan Jiang
Sijin Yu
Bo Dai
Puhao Li
Yixin Zhu
Song-Chun Zhu
Siyuan Huang
503
26
0
25 Apr 2024
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian
  Segmentation
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian Segmentation
Lizhi Wang
Feng Zhou
Jianqin Yin
3DGS
168
4
0
24 Apr 2024
CT-NeRF: Incremental Optimizing Neural Radiance Field and Poses with
  Complex Trajectory
CT-NeRF: Incremental Optimizing Neural Radiance Field and Poses with Complex Trajectory
Yunlong Ran
Yanxu Li
Qi Ye
Yuchi Huo
Zechun Bai
Jiahao Sun
Jiming Chen
188
7
0
22 Apr 2024
Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian
  Splatting
Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting
Yalda Foroutan
Daniel Rebain
Kwang Moo Yi
Andrea Tagliasacchi
3DGS
342
7
0
18 Apr 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control
Customizing Text-to-Image Diffusion with Camera Viewpoint Control
Nupur Kumari
Grace Su
Richard Zhang
Taesung Park
Eli Shechtman
Jun-Yan Zhu
DiffM
272
5
0
18 Apr 2024
Oblique-MERF: Revisiting and Improving MERF for Oblique Photography
Oblique-MERF: Revisiting and Improving MERF for Oblique Photography
Xiaoyi Zeng
Kaiwen Song
Leyuan Yang
Bailin Deng
Juyong Zhang
258
1
0
15 Apr 2024
MonoPatchNeRF: Improving Neural Radiance Fields with Patch-based
  Monocular Guidance
MonoPatchNeRF: Improving Neural Radiance Fields with Patch-based Monocular Guidance
Yuqun Wu
Jae Yong Lee
Chuhang Zou
Shenlong Wang
Derek Hoiem
206
1
0
12 Apr 2024
Boosting Self-Supervision for Single-View Scene Completion via Knowledge
  Distillation
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation
Keonhee Han
Dominik Muhle
Felix Wimbauer
Zorah Lähner
186
4
0
11 Apr 2024
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection
Mathis Kruse
Marco Rudolph
Dominik Woiwode
Bodo Rosenhahn
3DGS
252
21
0
10 Apr 2024
The More You See in 2D, the More You Perceive in 3D
The More You See in 2D, the More You Perceive in 3DComputer Vision and Pattern Recognition (CVPR), 2024
Xinyang Han
Zelin Gao
Angjoo Kanazawa
Shubham Goel
Yossi Gandelsman
DiffM
267
7
0
04 Apr 2024
Spin-UP: Spin Light for Natural Light Uncalibrated Photometric Stereo
Spin-UP: Spin Light for Natural Light Uncalibrated Photometric StereoComputer Vision and Pattern Recognition (CVPR), 2024
Zong-Han Li
Zhan Lu
Haojie Yan
Boxin Shi
Gang Pan
Qian Zheng
Xudong Jiang
202
4
0
02 Apr 2024
CityGaussian: Real-time High-quality Large-Scale Scene Rendering with
  Gaussians
CityGaussian: Real-time High-quality Large-Scale Scene Rendering with Gaussians
Yang Liu
He Guan
Chuanchen Luo
Lue Fan
Naiyan Wang
Junran Peng
Rundong Wang
3DGS
343
175
0
01 Apr 2024
DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable
  Primitive Assembly
DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly
Fenggen Yu
Yimin Qian
Xu Zhang
Francisca T. Gil-Ureta
Brian P. Jackson
Eric P. Bennett
Hao Zhang
240
11
0
01 Apr 2024
SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance
SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance
Yuru Xiao
Xianming Liu
Deming Zhai
Kui Jiang
Junjun Jiang
Xiangyang Ji
332
2
0
01 Apr 2024
Knowledge NeRF: Few-shot Novel View Synthesis for Dynamic Articulated
  Objects
Knowledge NeRF: Few-shot Novel View Synthesis for Dynamic Articulated Objects
Wenxiao Cai
Xinyue Lei
Xinyu He
Junming Leo Chen
Yangang Wang
184
0
0
31 Mar 2024
VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly
  Supervised 3D Object Detection
VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection
Zihua Liu
Hiroki Sakuma
Masatoshi Okutomi
337
5
0
29 Mar 2024
Stable Surface Regularization for Fast Few-Shot NeRF
Stable Surface Regularization for Fast Few-Shot NeRF
Byeongin Joung
Byeong-uk Lee
Jaesung Choe
Ukcheol Shin
Minjun Kang
Taeyeop Lee
In So Kweon
KuK-Jin Yoon
299
0
0
29 Mar 2024
InstantSplat: Sparse-view Gaussian Splatting in Seconds
InstantSplat: Sparse-view Gaussian Splatting in Seconds
Zhiwen Fan
Wenyan Cong
Kairun Wen
Kevin Wang
Jian Zhang
...
Boris Ivanovic
Marco Pavone
Georgios Pavlakos
Zinan Lin
Yue Wang
3DGS
480
76
0
29 Mar 2024
CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians
CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians
Avinash Paliwal
Wei Ye
Jinhui Xiong
Dmytro Kotovenko
Rakesh Ranjan
Vikas Chandra
N. Kalantari
268
0
0
28 Mar 2024
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field
  Representation and Generation
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation
Yujin Chen
Yinyu Nie
Benjamin Ummenhofer
R. Birkl
Michael Paulitsch
Matthias Müller
Matthias Nießner
AI4CE
240
3
0
28 Mar 2024
MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view
  Human Performance Capture and Rendering
MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering
Guoxing Sun
Rishabh Dabral
Pascal Fua
Christian Theobalt
Marc Habermann
3DH
300
9
0
27 Mar 2024
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing
Matias Turkulainen
Xuqian Ren
Iaroslav Melekhov
Otto Seiskari
Esa Rahtu
Arno Solin
3DGS
285
134
0
26 Mar 2024
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with
  Relative Geometric Consistency
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency
Yingjie Xu
Bangzhen Liu
Hao Tang
Bailin Deng
Shengfeng He
227
5
0
26 Mar 2024
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance
  Fields from Sparse Inputs
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs
Yingji Zhong
Lanqing Hong
Zhenguo Li
Dan Xu
197
13
0
25 Mar 2024
Gaussian in the Wild: 3D Gaussian Splatting for Unconstrained Image
  Collections
Gaussian in the Wild: 3D Gaussian Splatting for Unconstrained Image CollectionsEuropean Conference on Computer Vision (ECCV), 2024
Dongbin Zhang
Chuming Wang
Weitao Wang
Peihao Li
Minghan Qin
Haoqian Wang
3DGS
299
105
0
23 Mar 2024
MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images
MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images
Yuedong Chen
Haofei Xu
Chuanxia Zheng
Bohan Zhuang
Marc Pollefeys
Andreas Geiger
Tat-Jen Cham
Jianfei Cai
3DGS
353
356
0
21 Mar 2024
Explorative Inbetweening of Time and Space
Explorative Inbetweening of Time and Space
Haiwen Feng
Zheng Ding
Zhihao Xia
Simon Niklaus
Victoria Fernandez-Abrevaya
Michael J. Black
Xuaner Zhang
DiffMVGen
217
12
0
21 Mar 2024
CombiNeRF: A Combination of Regularization Techniques for Few-Shot
  Neural Radiance Field View Synthesis
CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View Synthesis
Matteo Bonotto
Luigi Sarrocco
D. Evangelista
Marco Imperoli
Alberto Pretto
AI4CE
239
5
0
21 Mar 2024
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image
  using Latent Video Diffusion
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video DiffusionEuropean Conference on Computer Vision (ECCV), 2024
Vikram S. Voleti
Chun-Han Yao
Mark Boss
Adam Letts
David Pankratz
Dmitry Tochilkin
Christian Laforte
Robin Rombach
Varun Jampani
DiffMVGen
301
315
0
18 Mar 2024
BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting
BAD-Gaussians: Bundle Adjusted Deblur Gaussian SplattingEuropean Conference on Computer Vision (ECCV), 2024
Lingzhe Zhao
Peng Wang
Peidong Liu
3DGS
313
73
0
18 Mar 2024
SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
Lin Zhu
Kangmin Jia
Yifan Zhao
Yunshan Qi
Lizhi Wang
Hua Huang
195
10
0
17 Mar 2024
Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural
  Radiance Fields
Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields
Yonggan Fu
Huaizhi Qu
Zhifan Ye
Chaojian Li
Kevin Zhao
Yingyan Lin
AI4CE
325
0
0
17 Mar 2024
Relaxing Accurate Initialization Constraint for 3D Gaussian Splatting
Relaxing Accurate Initialization Constraint for 3D Gaussian Splatting
Jaewoo Jung
Jisang Han
Honggyu An
Jiwon Kang
Seonghoon Park
Seungryong Kim
3DGS
272
42
0
14 Mar 2024
DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with
  Global-Local Depth Normalization
DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth NormalizationComputer Vision and Pattern Recognition (CVPR), 2024
Jiahe Li
Jiawei Zhang
Xiao Bai
Jin Zheng
Xin Ning
Jun Zhou
Lin Gu
3DGS
548
230
0
11 Mar 2024
FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization
FreGS: 3D Gaussian Splatting with Progressive Frequency RegularizationComputer Vision and Pattern Recognition (CVPR), 2024
Jiahui Zhang
Fangneng Zhan
Muyu Xu
Shijian Lu
Eric Xing
3DGS
436
105
0
11 Mar 2024
FSViewFusion: Few-Shots View Generation of Novel Objects
FSViewFusion: Few-Shots View Generation of Novel Objects
Rukhshanda Hussain
Hui Xian Grace Lim
Borchun Chen
Mubarak Shah
Ser Nam Lim
DiffM
200
0
0
11 Mar 2024
Put Myself in Your Shoes: Lifting the Egocentric Perspective from
  Exocentric Videos
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric VideosEuropean Conference on Computer Vision (ECCV), 2024
Mi Luo
Zihui Xue
Alex Dimakis
Kristen Grauman
EgoVDiffM
216
30
0
11 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?Computer Vision and Pattern Recognition (CVPR), 2024
Hanxin Zhu
Tianyu He
Xin Li
Bingchen Li
Zhibo Chen
204
19
0
10 Mar 2024
DaReNeRF: Direction-aware Representation for Dynamic Scenes
DaReNeRF: Direction-aware Representation for Dynamic Scenes
Ange Lou
Benjamin Planche
Zhongpai Gao
Yamin Li
Tianyu Luan
Hao Ding
Terrence Chen
Jack H. Noble
Ziyan Wu
224
18
0
04 Mar 2024
Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input
  Views
Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views
Shuai Guo
Qi Wang
Yijie Gao
Rong Xie
Li Song
196
9
0
04 Mar 2024
3DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming
  of Photo-Realistic Free-Viewpoint Videos
3DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming of Photo-Realistic Free-Viewpoint Videos
Jiakai Sun
Han Jiao
Guangyuan Li
Zhanjie Zhang
Lei Zhao
Wei Xing
3DGS
527
137
0
03 Mar 2024
G3DR: Generative 3D Reconstruction in ImageNet
G3DR: Generative 3D Reconstruction in ImageNet
Pradyumna Reddy
Ismail Elezi
Jiankang Deng
363
7
0
01 Mar 2024
CharNeRF: 3D Character Generation from Concept Art
CharNeRF: 3D Character Generation from Concept Art
Eddy Chu
Yiyang Chen
Chedy Raissi
Anand Bhojan
3DH
146
2
0
27 Feb 2024
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