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

1 December 2021

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

50 / 439 papers shown

Title
Sparfels: Fast Reconstruction from Sparse Unposed Imagery Shubhendu Jena Amine Ouasfi Mae Younes A. Boukhayma 3DGS 43 1 0 04 May 2025
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 42 1 0 04 May 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard A. Newcombe Zhao Dong 3DV 83 0 0 28 Apr 2025
Rendering Anywhere You See: Renderability Field-guided Gaussian Splatting Xiaofeng Jin Yan Fang Matteo Frosi Jianfei Ge Jiangjian Xiao Matteo Matteucci 3DGS 49 0 0 27 Apr 2025
EDGS: Eliminating Densification for Efficient Convergence of 3DGS Dmytro Kotovenko Olga Grebenkova Bjorn Ommer 3DGS 21 0 0 15 Apr 2025
Vivid4D: Improving 4D Reconstruction from Monocular Video by Video Inpainting Jiaxin Huang Sheng Miao BangBnag Yang Yuewen Ma Yiyi Liao VGen MDE 27 0 0 15 Apr 2025
TextSplat: Text-Guided Semantic Fusion for Generalizable Gaussian Splatting Zhicong Wu Hongbin Xu Gang Xu Ping Nie Zhixin Yan Jinkai Zheng Liangqiong Qu Ming Li Liqiang Nie 3DGS 29 0 0 13 Apr 2025
DropoutGS: Dropping Out Gaussians for Better Sparse-view Rendering Yexing Xu Longguang Wang Minglin Chen Sheng Ao Li Li Yulan Guo 29 0 0 13 Apr 2025
FlowR: Flowing from Sparse to Dense 3D Reconstructions Tobias Fischer Samuel Rota Buló Yung-Hsu Yang Nikhil Varma Keetha Lorenzo Porzi Norman Muller Katja Schwarz Jonathon Luiten Marc Pollefeys Peter Kontschieder 3DGS 48 0 0 02 Apr 2025
DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting H. Park Gun Ryu Wonjun Kim 3DGS 51 0 0 01 Apr 2025
Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views Chong Bao Xiyu Zhang Zehao Yu Jiale Shi Guofeng Zhang Songyou Peng Zhaopeng Cui 3DGS 3DV 36 0 0 31 Mar 2025
NeuralGS: Bridging Neural Fields and 3D Gaussian Splatting for Compact 3D Representations Zhenyu Tang Chaoran Feng Xinhua Cheng Wangbo Yu Junwu Zhang Yuan Liu Xiaoxiao Long Wenping Wang Li Yuan 3DGS 58 1 0 29 Mar 2025
GenFusion: Closing the Loop between Reconstruction and Generation via Videos Sibo Wu Congrong Xu Binbin Huang Andreas Geiger Anpei Chen VGen 87 0 0 27 Mar 2025
EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View Synthesis J. Li Feiyu Wang Xiaochao Qu Chengjing Wu Luoqi Liu Ting Liu 3DGS 31 0 0 26 Mar 2025
CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis Youngkyoon Jang Eduardo Pérez-Pellitero 43 0 0 25 Mar 2025
SparseGS-W: Sparse-View 3D Gaussian Splatting in the Wild with Generative Priors Yiqing Li X. Wang Jiawei Wu Yikun Ma Zhi Jin 3DGS 39 0 0 25 Mar 2025
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction Wenyuan Zhang Yixiao Yang Han Huang Liang Han Kanle Shi Yu-Shen Liu Zhizhong Han MDE 55 3 0 24 Mar 2025
Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting Jinbo Yan Rui Peng Zhiyan Wang Luyang Tang Jiayu Yang Jie Liang Jiahao Wu Ronggang Wang 3DGS 49 0 0 21 Mar 2025
Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images Shengjun Zhang Xin Fei F. Liu Haixu Song Yueqi Duan 3DGS 66 2 0 20 Mar 2025
Decompositional Neural Scene Reconstruction with Generative Diffusion Prior Junfeng Ni Yu Liu Ruijie Lu Zirui Zhou Song-Chun Zhu Yixin Chen Siyuan Huang DiffM 59 4 0 19 Mar 2025
Improving Geometric Consistency for 360-Degree Neural Radiance Fields in Indoor Scenarios Iryna Repinetska A. Hilsmann Peter Eisert 39 0 0 17 Mar 2025
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
TriDF: Triplane-Accelerated Density Fields for Few-Shot Remote Sensing Novel View Synthesis Jiaming Kang Keyan Chen Zhengxia Zou Zhenwei Shi 42 0 0 17 Mar 2025
Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors Katja Schwarz Norman Mueller Peter Kontschieder 3DGS 93 2 0 17 Mar 2025
Next-Scale Autoregressive Models are Zero-Shot Single-Image Object View Synthesizers Shiran Yuan Hao Zhao DiffM 47 0 0 17 Mar 2025
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs Guibiao Liao Qing Li Zhenyu Bao Guoping Qiu Kanglin Liu 3DGS 48 0 0 16 Mar 2025
Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis Chen Zhao Xuan Wang Tong Zhang Saqib Javed Mathieu Salzmann 3DGS 121 0 0 13 Mar 2025
RI3D: Few-Shot Gaussian Splatting With Repair and Inpainting Diffusion Priors Avinash Paliwal Xilong Zhou Wei Ye J. Xiong Rakesh Ranjan N. Kalantari DiffM 3DGS 48 0 0 13 Mar 2025
Close-up-GS: Enhancing Close-Up View Synthesis in 3D Gaussian Splatting with Progressive Self-Training Jiatong Xia Lingqiao Liu 3DGS 58 0 0 12 Mar 2025
GAS-NeRF: Geometry-Aware Stylization of Dynamic Radiance Fields Nhat Phuong Anh Vu Abhishek Saroha Or Litany Daniel Cremers 57 0 0 11 Mar 2025
CoMoGaussian: Continuous Motion-Aware Gaussian Splatting from Motion-Blurred Images Jungho Lee Donghyeong Kim Dogyoon Lee Suhwan Cho Minhyeok Lee Wonjoon Lee Taeoh Kim Dongyoon Wee Sangyoun Lee 37 0 0 07 Mar 2025
Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs Yingji Zhong Zhihao Li Dave Zhenyu Chen Lanqing Hong Dan Xu DiffM 3DGS VGen 54 0 0 07 Mar 2025
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting Yecong Wan Mingwen Shao Yuanshuo Cheng W. Zuo 53 0 0 06 Mar 2025
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control Xuanchi Ren Tianchang Shen Jiahui Huang Huan Ling Yifan Lu Merlin Nimier-David Thomas Muller Alexander Keller Sanja Fidler Jun Gao DiffM VGen 74 8 0 05 Mar 2025
Empowering Sparse-Input Neural Radiance Fields with Dual-Level Semantic Guidance from Dense Novel Views Yingji Zhong Kaichen Zhou Zhihao Li Lanqing Hong Z. Li Dan Xu 59 1 0 04 Mar 2025
Data Augmentation for NeRFs in the Low Data Limit Ayush Gaggar Todd Murphey 50 0 0 03 Mar 2025
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models Jay Zhangjie Wu Yuxuan Zhang Haithem Turki Xuanchi Ren Jun Gao Mike Zheng Shou Sanja Fidler Zan Gojcic Huan Ling 68 1 0 03 Mar 2025
FourieRF: Few-Shot NeRFs via Progressive Fourier Frequency Control Diego Gomez Bingchen Gong M. Ovsjanikov 34 0 0 03 Feb 2025
See In Detail: Enhancing Sparse-view 3D Gaussian Splatting with Local Depth and Semantic Regularization Zongqi He Zhe Xiao Kin-Chung Chan Yushen Zuo Jun Xiao Kin-Man Lam 3DGS 53 0 0 20 Jan 2025
Matching Free Depth Recovery from Structured Light Zhuohang Yu Kai Wang J. Zhang 3DV 34 0 0 13 Jan 2025
Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation Ziyang Xie Zhizheng Liu Zhenghao Peng Wayne Wu Bolei Zhou VGen 48 3 0 12 Jan 2025
GSemSplat: Generalizable Semantic 3D Gaussian Splatting from Uncalibrated Image Pairs Xingrui Wang Cuiling Lan Hanxin Zhu Zhibo Chen Yan Lu 3DGS 89 1 0 22 Dec 2024
SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction Zhuowen Shen Yuan Liu Zhang Chen Zhong Li Jiepeng Wang ... Jingdong Zhang Yi Tian Xu Scott Schaefer Xin Li Wenping Wang 3DGS 86 0 0 19 Dec 2024
Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior Leo Segre S. Avidan 3DGS 70 0 0 17 Dec 2024
SweepEvGS: Event-Based 3D Gaussian Splatting for Macro and Micro Radiance Field Rendering from a Single Sweep Jingqian Wu Shuo Zhu Chutian Wang Boxin Shi E. Lam 3DGS 67 0 0 16 Dec 2024
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting Yue Chen Xingyu Chen Anpei Chen Gerard Pons-Moll Yuliang Xiu 3DGS 83 3 0 12 Dec 2024
LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors Yabo Chen Chen-Ning Yang Jiemin Fang Xiaopeng Zhang Lingxi Xie Wei-Ming Shen Wenrui Dai Hongkai Xiong Q. Tian 3DGS 94 2 0 12 Dec 2024
4D Gaussian Splatting with Scale-aware Residual Field and Adaptive Optimization for Real-time Rendering of Temporally Complex Dynamic Scenes Jinbo Yan Rui Peng Luyang Tang Ronggang Wang 3DGS 68 4 0 09 Dec 2024
Dynamic EventNeRF: Reconstructing General Dynamic Scenes from Multi-view RGB and Event Streams Viktor Rudnev Gereon Fox Mohamed A. Elgharib Christian Theobalt Vladislav Golyanik 69 0 0 09 Dec 2024
You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale Baorui Ma Huachen Gao Haoge Deng Zhengxiong Luo Tiejun Huang Lulu Tang Xinlong Wang DiffM VGen 114 14 0 09 Dec 2024