MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input Views

22 September 2024

Wangze Xu

Shihe Shen

Papers citing "MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input Views"

33 / 33 papers shown

Title
Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis Chen Zhao Xuan Wang Tong Zhang Saqib Javed Mathieu Salzmann 3DGS 559 0 0 13 Mar 2025
CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning K. Xiong Rui Peng Zhe Zhang Tianxing Feng Jianbo Jiao Feng Gao Ronggang Wang 118 13 0 11 Mar 2025
Generic Objects as Pose Probes for Few-shot View Synthesis Zhirui Gao Renjiao Yi Chenyang Zhu Ke Zhuang Wei Chen K. Xu 162 2 0 29 Aug 2024
DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation Jiuhn Song Seonghoon Park Honggyu An Seokju Cho Minseop Kwak Sung-Jin Cho Seung Wook Kim MDE 84 22 0 30 May 2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis Guangcong Wang Zhaoxi Chen Chen Change Loy Ziwei Liu MDE 146 189 0 28 Mar 2023
SCADE: NeRFs from Space Carving with Ambiguity-Aware Depth Estimates Mikaela Angelina Uy Ricardo Martín Brualla Leonidas Guibas Ke Li 57 35 0 23 Mar 2023
GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency Minseop Kwak Jiuhn Song Seung Wook Kim 88 46 0 26 Jan 2023
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance Sara Fridovich-Keil Giacomo Meanti Frederik Warburg Benjamin Recht Angjoo Kanazawa VGen 132 584 0 24 Jan 2023
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 248 165 0 28 Dec 2022
NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior Wenjing Bian Zirui Wang Kejie Li Jiawang Bian V. Prisacariu 99 246 0 14 Dec 2022
SC-DepthV3: Robust Self-supervised Monocular Depth Estimation for Dynamic Scenes Libo Sun Jiawang Bian Huangying Zhan Wei Yin Ian Reid Chunhua Shen MDE 112 64 0 07 Nov 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,054 0 16 Jan 2022
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering Mijeong Kim Seonguk Seo Bohyung Han 127 210 0 31 Dec 2021
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views Barbara Roessle Jonathan T. Barron B. Mildenhall Pratul P. Srinivasan Matthias Nießner VGen 197 368 0 06 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 149 599 0 01 Dec 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 212 1,695 0 23 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 130 1,079 0 22 Nov 2021
Revealing Disocclusions in Temporal View Synthesis through Infilling Vector Prediction Vijayalakshmi Kanchana Nagabhushan Somraj Suraj Yadwad R. Soundararajan 40 6 0 17 Oct 2021
Resolution-robust Large Mask Inpainting with Fourier Convolutions Roman Suvorov Elizaveta Logacheva Anton Mashikhin Anastasia Remizova Arsenii Ashukha Aleksei Silvestrov Naejin Kong Harshith Goka Kiwoong Park Victor Lempitsky 108 868 0 15 Sep 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 217 890 0 06 Jul 2021
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes Julian Chibane Aayush Bansal Verica Lazova Gerard Pons-Moll 79 246 0 14 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 126 504 0 01 Apr 2021
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo Anpei Chen Zexiang Xu Fuqiang Zhao Xiaoshuai Zhang Fanbo Xiang Jingyi Yu Hao Su 147 803 0 29 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 123 1,986 0 24 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 138 1,746 0 24 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 993 29,871 0 26 Feb 2021
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 184 1,746 0 03 Dec 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 124 1,448 0 27 Nov 2020
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Jiayu Yang Wei Mao J. Álvarez Miaomiao Liu 3DV 75 323 0 18 Dec 2019
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 142 724 0 13 Dec 2019
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 123 1,230 0 07 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,920 0 11 Jan 2018
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 277 3,722 0 26 May 2016