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

1 December 2021

ArXiv (abs)PDF HTML HuggingFace (2 upvotes)

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

50 / 497 papers shown

Title
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
Intern-GS: Vision Model Guided Sparse-View 3D Gaussian Splatting Xiangyu Sun Runnan Chen Mingming Gong Dong Xu Tongliang Liu 3DGS 157 4 0 27 May 2025
GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 You Wang Li Fang Hao Zhu Fei Hu Long Ye Zhan Ma ViT 174 0 0 26 May 2025
M2SVid: End-to-End Inpainting and Refinement for Monocular-to-Stereo Video Conversion Nina Shvetsova Goutam Bhat Prune Truong Hilde Kuehne Federico Tombari DiffM VGen MDE 267 3 0 22 May 2025
MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Yifan Liu Keyu Fan Weihao Yu Chenxin Li Hao Lu Yixuan Yuan 3DGS MDE 321 7 0 21 May 2025
MGStream: Motion-aware 3D Gaussian for Streamable Dynamic Scene Reconstruction Zhenyu Bao Qing Li Guibiao Liao Zhongyuan Zhao Kanglin Liu 3DGS 214 0 0 20 May 2025
Sparfels: Fast Reconstruction from Sparse Unposed Imagery Shubhendu Jena Amine Ouasfi Mae Younes A. Boukhayma 3DGS 346 6 0 04 May 2025
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 271 6 0 04 May 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance FieldsComputer Vision and Pattern Recognition (CVPR), 2025 Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard Newcombe Zhao Dong 3DV 298 4 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 153 1 0 27 Apr 2025
Vivid4D: Improving 4D Reconstruction from Monocular Video by Video Inpainting Jiaxin Huang Sheng Miao BangBnag Yang Yuewen Ma Yiyi Liao VGen MDE 530 1 0 15 Apr 2025
EDGS: Eliminating Densification for Efficient Convergence of 3DGS Dmytro Kotovenko Olga Grebenkova Bjorn Ommer 3DGS 262 7 0 15 Apr 2025
DropoutGS: Dropping Out Gaussians for Better Sparse-view RenderingComputer Vision and Pattern Recognition (CVPR), 2025 Yexing Xu Longguang Wang Minglin Chen Sheng Ao Li Li Yulan Guo 278 9 0 13 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 262 4 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 322 7 0 02 Apr 2025
DropGaussian: Structural Regularization for Sparse-view Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2025 H. Park Gun Ryu Wonjun Kim 3DGS 241 21 0 01 Apr 2025
Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed ViewsComputer Vision and Pattern Recognition (CVPR), 2025 Chong Bao Xiyu Zhang Zehao Yu Jiale Shi Guofeng Zhang Songyou Peng Zhaopeng Cui 3DGS 3DV 193 4 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 302 10 0 29 Mar 2025
GenFusion: Closing the Loop between Reconstruction and Generation via VideosComputer Vision and Pattern Recognition (CVPR), 2025 Sibo Wu Congrong Xu Binbin Huang Andreas Geiger Anpei Chen VGen 988 15 0 27 Mar 2025
EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Jiajun Li Feiyu Wang Xiaochao Qu Chengjing Wu Luoqi Liu Ting Liu 3DGS 261 0 0 26 Mar 2025
SparseGS-W: Sparse-View 3D Gaussian Splatting in the Wild with Generative Priors Yiqing Li Xinze Wang Jiawei Wu Yikun Ma Zhi Jin 3DGS 290 2 0 25 Mar 2025
CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Youngkyoon Jang Eduardo Pérez-Pellitero 201 5 0 25 Mar 2025
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and ReconstructionComputer Vision and Pattern Recognition (CVPR), 2025 Wenyuan Zhang Yixiao Yang Han Huang Liang Han Kanle Shi Yu-Shen Liu Zhizhong Han MDE 338 13 0 24 Mar 2025
Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2025 Jinbo Yan Rui Peng Zhiyan Wang Luyang Tang Jiayu Yang Jie Liang Jiahao Wu Ronggang Wang 3DGS 262 15 0 21 Mar 2025
DroneSplat: 3D Gaussian Splatting for Robust 3D Reconstruction from In-the-Wild Drone ImageryComputer Vision and Pattern Recognition (CVPR), 2025 Jiadong Tang Yu Gao Dianyi Yang Liqi Yan Yufeng Yue Yi Yang 3DGS 171 7 0 21 Mar 2025
Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view ImagesNeural Information Processing Systems (NeurIPS), 2025 Shengjun Zhang Xin Fei Fan Liu Haixu Song Yueqi Duan 3DGS 235 13 0 20 Mar 2025
Decompositional Neural Scene Reconstruction with Generative Diffusion PriorComputer Vision and Pattern Recognition (CVPR), 2025 Junfeng Ni Yu Liu Ruijie Lu Zirui Zhou Song-Chun Zhu Yixin Chen Siyuan Huang DiffM 267 15 0 19 Mar 2025
Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors Katja Schwarz Norman Mueller Peter Kontschieder 3DGS 279 10 0 17 Mar 2025
Improving Geometric Consistency for 360-Degree Neural Radiance Fields in Indoor Scenarios Iryna Repinetska Anna Hilsmann Peter Eisert 210 0 0 17 Mar 2025
DivCon-NeRF: Diverse and Consistent Ray Augmentation for Few-Shot NeRF Ingyun Lee Jiho Jang Seunghyeon Seo Nojun Kwak 278 0 0 17 Mar 2025
Next-Scale Autoregressive Models are Zero-Shot Single-Image Object View Synthesizers Shiran Yuan Hao Zhao DiffM 265 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 210 0 0 17 Mar 2025
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse InputsComputer Vision and Pattern Recognition (CVPR), 2025 Guibiao Liao Qing Li Zhenyu Bao Guoping Qiu Kanglin Liu 3DGS 214 2 0 16 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 161 7 0 13 Mar 2025
Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis Chen Zhao Xuan Wang Tong Zhang Saqib Javed Mathieu Salzmann 3DGS 1.2K 2 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 254 3 0 12 Mar 2025
GAS-NeRF: Geometry-Aware Stylization of Dynamic Radiance Fields Nhat Phuong Anh Vu Abhishek Saroha Or Litany Daniel Cremers 359 0 0 11 Mar 2025
Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse InputsComputer Vision and Pattern Recognition (CVPR), 2025 Yingji Zhong Zhihao Li Dave Zhenyu Chen Lanqing Hong Dan Xu DiffM 3DGS VGen 202 10 0 07 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 160 1 0 07 Mar 2025
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2025 Yecong Wan Mingwen Shao Yuanshuo Cheng W. Zuo 395 15 0 06 Mar 2025
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera ControlComputer Vision and Pattern Recognition (CVPR), 2025 Xuanchi Ren Tianchang Shen Jiahui Huang Huan Ling Yifan Lu Merlin Nimier-David Thomas Muller Alexander Keller Sanja Fidler Jun Gao DiffM VGen 291 115 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 Zhiyu Li Dan Xu 398 2 0 04 Mar 2025
Data Augmentation for NeRFs in the Low Data LimitIEEE International Conference on Robotics and Automation (ICRA), 2025 Ayush Gaggar Todd Murphey 291 0 0 03 Mar 2025
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Jay Zhangjie Wu Yuxuan Zhang Haithem Turki Xuanchi Ren Jun Gao Mike Zheng Shou Sanja Fidler Zan Gojcic Huan Ling 876 50 0 03 Mar 2025
FourieRF: Few-Shot NeRFs via Progressive Fourier Frequency ControlInternational Conference on 3D Vision (3DV), 2025 Diego Gomez Bingchen Gong M. Ovsjanikov 123 1 0 03 Feb 2025
Zero-Shot Novel View and Depth Synthesis with Multi-View Geometric DiffusionComputer Vision and Pattern Recognition (CVPR), 2025 Vitor Campagnolo Guizilini Muhammad Zubair Irshad Dian Chen G. Shakhnarovich Rares Andrei Ambrus DiffM 264 7 0 30 Jan 2025
See In Detail: Enhancing Sparse-view 3D Gaussian Splatting with Local Depth and Semantic RegularizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Zongqi He Zhe Xiao Kin-Chung Chan Yushen Zuo Jun Xiao Kin-Man Lam 3DGS 315 7 0 20 Jan 2025
3D Gaussian Splatting with Normal Information for Mesh Extraction and Improved Rendering Meenakshi Krishnan Liam Fowl Ramani Duraiswami 3DGS 130 3 0 14 Jan 2025
Matching-Free Depth Recovery from Structured Light Zhuohang Yu Kai Wang Jing Zhang Juyong Zhang 3DV 247 0 0 13 Jan 2025
Vid2Sim: Realistic and Interactive Simulation from Video for Urban NavigationComputer Vision and Pattern Recognition (CVPR), 2025 Ziyang Xie Zhizheng Liu Zhenghao Peng Wayne Wu Bolei Zhou VGen 375 23 0 12 Jan 2025