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

1 December 2021

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

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Title
Content-Aware Texturing for Gaussian Splatting Panagiotis Papantonakis Georgios Kopanas F. Durand G. Drettakis 3DGS 25 1 0 02 Dec 2025
VSRD++: Autolabeling for 3D Object Detection via Instance-Aware Volumetric Silhouette Rendering Zihua Liu Hiroki Sakuma Masatoshi Okutomi 3DPC 66 0 0 01 Dec 2025
Sparse-to-Field Reconstruction via Stochastic Neural Dynamic Mode Decomposition Yujin Kim Sarah Dean AI4CE 190 0 0 25 Nov 2025
Frequency-Adaptive Sharpness Regularization for Improving 3D Gaussian Splatting Generalization Youngsik Yun Dongjun Gu Youngjung Uh 116 0 0 22 Nov 2025
Novel View Synthesis from A Few Glimpses via Test-Time Natural Video Completion Yan Xu Y Samuel Wang Stella X. Yu VGen 108 0 0 22 Nov 2025
SPAGS: Sparse-View Articulated Object Reconstruction from Single State via Planar Gaussian Splatting Di Wu Liu Liu Xueyu Yuan Qiaojun Yu W. Chen Ruilong Yan Yiming Tang Liangtu Song 3DGS 242 0 0 21 Nov 2025
CuriGS: Curriculum-Guided Gaussian Splatting for Sparse View Synthesis Zijian Wu Mingfeng Jiang Zidian Lin Ying Song Hanjie Ma Qun Wu Dongping Zhang Guiyang Pu 3DGS 367 0 0 20 Nov 2025
CloseUpShot: Close-up Novel View Synthesis from Sparse-views via Point-conditioned Diffusion ModelIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 Yuqi Zhang Guanying Chen Jiaxing Chen Chuanyu Fu Chuan Huang Shuguang Cui DiffM 174 0 0 17 Nov 2025
Efficient Few-shot Identity Preserving Attribute Editing for 3D-aware Deep Generative Models Vishal Vinod 116 0 0 21 Oct 2025
Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery Jie-Ying Lee Yi-Ruei Liu Shr-Ruei Tsai Wei-Cheng Chang Chung-Ho Wu Jiewen Chan Zhenjun Zhao Chieh Hubert Lin Yu-Lun Liu 3DGS 257 3 0 17 Oct 2025
Scene Coordinate Reconstruction Priors Wenjing Bian Axel Barroso-Laguna Tommaso Cavallari V. Prisacariu Eric Brachmann 113 1 0 14 Oct 2025
Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning Dongkwan Lee Junhoo Lee Nojun Kwak 298 0 0 13 Oct 2025
Gesplat: Robust Pose-Free 3D Reconstruction via Geometry-Guided Gaussian Splatting Jiahui Lu Haihong Xiao Xueyan Zhao Wenxiong Kang 3DGS 177 0 0 11 Oct 2025
Opacity-Gradient Driven Density Control for Compact and Efficient Few-Shot 3D Gaussian Splatting Abdelrhman Elrawy Emad A. Mohammed 3DGS 72 0 0 11 Oct 2025
LTGS: Long-Term Gaussian Scene Chronology From Sparse View Updates Minkwan Kim S. Lee J. Kim Young Min Kim 3DGS 95 0 0 10 Oct 2025
Geometry-Aware Scene Configurations for Novel View Synthesis Minkwan Kim Changwoon Choi Young Min Kim 76 0 0 10 Oct 2025
D $^2$ GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction Meixi Song Xin Lin D. Zhang Haodong Li Xiangtai Li Bo Du Lu Qi 3DGS 104 1 0 09 Oct 2025
One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting Haipeng Liu Yang Wang M. Y. Wang DiffM 465 0 0 09 Oct 2025
SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel View Synthesis Jipeng Lyu Jiahua Dong Yu-Xiong Wang 70 0 0 08 Oct 2025
HBSplat: Robust Sparse-View Gaussian Reconstruction with Hybrid-Loss Guided Depth and Bidirectional Warping Yu Ma Guoliang Wei Haihong Xiao Yue Cheng 3DGS 308 0 0 29 Sep 2025
OracleGS: Grounding Generative Priors for Sparse-View Gaussian Splatting Atakan Topaloglu Kunyi Li Michael Niemeyer Nassir Navab A. Murat Tekalp F. Tombari 3DGS 196 0 0 27 Sep 2025
FixingGS: Enhancing 3D Gaussian Splatting via Training-Free Score Distillation Zhaorui Wang Yi Gu Deming Zhou Zhanchen Zhu 3DGS 132 0 0 23 Sep 2025
MS-GS: Multi-Appearance Sparse-View 3D Gaussian Splatting in the Wild Deming Li Kaiwen Jiang Yutao Tang R. Ramamoorthi Rama Chellappa Cheng-Fang Peng 3DGS 365 1 0 19 Sep 2025
3D Gaussian Flats: Hybrid 2D/3D Photometric Scene Reconstruction Maria Taktasheva Lily Goli Alessandro Fiorini Zhen Daniel Rebain Andrea Tagliasacchi 3DGS 3DV 250 0 0 19 Sep 2025
RGB-Only Supervised Camera Parameter Optimization in Dynamic Scenes Fang Li Hao Zhang Narendra Ahuja 137 0 0 18 Sep 2025
Explicit Context-Driven Neural Acoustic Modeling for High-Fidelity RIR Generation Chen Si Qianyi Wu Chaitanya Amballa Romit Roy Choudhury 108 0 0 18 Sep 2025
Segmentation-Driven Initialization for Sparse-view 3D Gaussian SplattingAnnals of Statistics (Ann. Stat.), 2024 Yi-Hsin Li Thomas Sikora S. Knorr Måarten Sjöström 3DGS 152 0 0 15 Sep 2025
Can we make NeRF-based visual localization privacy-preserving? Maxime Pietrantoni Martin Humenberger Torsten Sattler G. Csurka 86 0 0 26 Aug 2025
SERES: Semantic-aware neural reconstruction from sparse viewsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 Bo Xu Yuhu Guo Yuchao Wang Wenting Wang Yeung Yam Charlie C. L. Wang Xinyi Le 3DV 105 0 0 23 Aug 2025
Enhancing Novel View Synthesis from extremely sparse views with SfM-free 3D Gaussian Splatting Framework Zongqi He Hanmin Li Kin-Chung Chan Yushen Zuo Hao Xie Zhe Xiao Jun Xiao Kin-Man Lam 3DGS 107 0 0 21 Aug 2025
LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos Chin-Yang Lin Cheng Sun Fu-En Yang Min-Hung Chen Y. Lin Yu-Lun Liu 3DGS 121 8 0 19 Aug 2025
Quantifying and Alleviating Co-Adaptation in Sparse-View 3D Gaussian Splatting Kangjie Chen Yingji Zhong Zhihao Li Jiaqi Lin Youyu Chen Minghan Qin Haoqian Wang 3DGS 169 0 0 18 Aug 2025
GSFixer: Improving 3D Gaussian Splatting with Reference-Guided Video Diffusion Priors Xingyilang Yin Qi Zhang Jiahao Chang Ying Feng Qingnan Fan X. J. Yang Chi-Man Pun Huaqi Zhang Xiaodong Cun DiffM 3DGS VGen 103 7 0 13 Aug 2025
DIP-GS: Deep Image Prior For Gaussian Splatting Sparse View Recovery Rajaei Khatib Raja Giryes 3DGS 116 0 0 10 Aug 2025
3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering Junyu Zhou Yuyang Huang Wenrui Dai Junni Zou Ziyang Zheng Nuowen Kan Chenglin Li Hongkai Xiong 3DGS 131 1 0 07 Aug 2025
SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies Liang Han Xu Zhang Haichuan Song Kanle Shi Yu-Shen Liu Zhizhong Han 171 2 0 01 Aug 2025
UFV-Splatter: Pose-Free Feed-Forward 3D Gaussian Splatting Adapted to Unfavorable Views Yuki Fujimura Takahiro Kushida Kazuya Kitano Takuya Funatomi Y. Mukaigawa 3DGS 170 0 0 30 Jul 2025
Sparse-View 3D Reconstruction: Recent Advances and Open Challenges Tanveer Younis Zhanglin Cheng 3DGS 189 1 0 22 Jul 2025
BayesSDF: Surface-Based Laplacian Uncertainty Estimation for 3D Geometry with Neural Signed Distance Fields Rushil Desai 3DV AI4CE 238 0 0 08 Jul 2025
CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization Jan Ackermann Jonáš Kulhánek S. Cai Haofei Xu Marc Pollefeys Gordon Wetzstein Leonidas Guibas Songyou Peng 3DGS 244 4 0 26 Jun 2025
VMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory Runjia Li Philip H. S. Torr Andrea Vedaldi Tomas Jakab 224 16 0 23 Jun 2025
TextureSplat: Per-Primitive Texture Mapping for Reflective Gaussian Splatting Mae Younes A. Boukhayma 3DGS 305 4 0 16 Jun 2025
VEIGAR: View-consistent Explicit Inpainting and Geometry Alignment for 3D object Removal Pham Khai Nguyen Do Bao Nguyen Tran Nam Nguyen Duc Dung Nguyen 3DGS 3DV 164 0 0 13 Jun 2025
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation Min-Seop Kwak Junho Kim Sangdoo Yun Dongyoon Han Taekyoung Kim S. T. Kim J. Kim DiffM 196 1 0 13 Jun 2025
PointGS: Point Attention-Aware Sparse View Synthesis with Gaussian Splatting Lintao Xiang Hongpei Zheng Yating Huang Qijun Yang Hujun Yin 3DGS 307 1 0 12 Jun 2025
TinySplat: Feedforward Approach for Generating Compact 3D Scene Representation Zetian Song Jiaye Fu Jiaqi Zhang Xiaohan Lu Chuanmin Jia Siwei Ma Wen Gao 3DGS 227 1 0 11 Jun 2025
ProSplat: Improved Feed-Forward 3D Gaussian Splatting for Wide-Baseline Sparse Views Xiaohan Lu Jiaye Fu Jiaqi Zhang Zetian Song Chuanmin Jia Siwei Ma 3DGS 211 1 0 09 Jun 2025
Temporal Variational Implicit Neural Representations Batuhan Koyuncu Rachael DeVries Ole Winther Isabel Valera AI4TS BDL 160 0 0 02 Jun 2025
UrbanCraft: Urban View Extrapolation via Hierarchical Sem-Geometric Priors Tianhang Wang Fan Lu Sanqing Qu Guo Yu Shihang Du Ya Wu Yuan Huang G. Chen 205 0 0 29 May 2025
Zero-P-to-3: Zero-Shot Partial-View Images to 3D Object Yuxuan Lin Ruihang Chu Zhenyu Chen Xiao Tang Lei Ke ... Zhihao Li Shiyong Liu Xiaofei Wu Jianzhuang Liu Yujiu Yang 144 0 0 29 May 2025

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

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