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
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 196 7 0 17 May 2024
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 198 0 0 13 May 2024
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 151 8 0 10 May 2024
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 3DV 3DGS 193 36 0 06 May 2024
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 350 13 0 02 May 2024
PhyRecon: Physically Plausible Neural Scene Reconstruction Junfeng Ni Yixin Chen Bohan Jing Nan Jiang Bin Wang Bo Dai Puhao Li Yixin Zhu Song-Chun Zhu Siyuan Huang 462 25 0 25 Apr 2024
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian Segmentation Lizhi Wang Feng Zhou Jianqin Yin 3DGS 155 4 0 24 Apr 2024
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 160 7 0 22 Apr 2024
Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting Yalda Foroutan Daniel Rebain Kwang Moo Yi Andrea Tagliasacchi 3DGS 301 7 0 18 Apr 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control Nupur Kumari Grace Su Richard Zhang Taesung Park Eli Shechtman Jun-Yan Zhu DiffM 224 10 0 18 Apr 2024
Oblique-MERF: Revisiting and Improving MERF for Oblique Photography Xiaoyi Zeng Kaiwen Song Leyuan Yang Bailin Deng Juyong Zhang 216 1 0 15 Apr 2024
MonoPatchNeRF: Improving Neural Radiance Fields with Patch-based Monocular Guidance Yuqun Wu Jae Yong Lee Chuhang Zou Shenlong Wang Derek Hoiem 176 1 0 12 Apr 2024
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation Keonhee Han Dominik Muhle Felix Wimbauer Zorah Lähner 168 4 0 11 Apr 2024
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection Mathis Kruse Marco Rudolph Dominik Woiwode Bodo Rosenhahn 3DGS 199 20 0 10 Apr 2024
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 235 6 0 04 Apr 2024
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 182 4 0 02 Apr 2024
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 309 164 0 01 Apr 2024
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 200 11 0 01 Apr 2024
SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance Yuru Xiao Xianming Liu Deming Zhai Kui Jiang Junjun Jiang Xiangyang Ji 286 2 0 01 Apr 2024
Knowledge NeRF: Few-shot Novel View Synthesis for Dynamic Articulated Objects Wenxiao Cai Xinyue Lei Xinyu He Junming Leo Chen Yangang Wang 139 0 0 31 Mar 2024
VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection Zihua Liu Hiroki Sakuma Masatoshi Okutomi 302 5 0 29 Mar 2024
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 278 0 0 29 Mar 2024
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 361 23 0 29 Mar 2024
CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians Avinash Paliwal Wei Ye Jinhui Xiong Dmytro Kotovenko Rakesh Ranjan Vikas Chandra N. Kalantari 237 60 0 28 Mar 2024
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 194 3 0 28 Mar 2024
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 270 9 0 27 Mar 2024
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing Matias Turkulainen Xuqian Ren Iaroslav Melekhov Otto Seiskari Esa Rahtu Arno Solin 3DGS 223 129 0 26 Mar 2024
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency Yingjie Xu Bangzhen Liu Hao Tang Bailin Deng Shengfeng He 207 5 0 26 Mar 2024
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs Yingji Zhong Lanqing Hong Zhenguo Li Dan Xu 136 13 0 25 Mar 2024
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 241 97 0 23 Mar 2024
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 312 341 0 21 Mar 2024
Explorative Inbetweening of Time and Space Haiwen Feng Zheng Ding Zhihao Xia Simon Niklaus Victoria Fernandez-Abrevaya Michael J. Black Xuaner Zhang DiffM VGen 173 12 0 21 Mar 2024
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 215 5 0 21 Mar 2024
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 DiffM VGen 253 307 0 18 Mar 2024
BAD-Gaussians: Bundle Adjusted Deblur Gaussian SplattingEuropean Conference on Computer Vision (ECCV), 2024 Lingzhe Zhao Peng Wang Peidong Liu 3DGS 273 69 0 18 Mar 2024
SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream Lin Zhu Kangmin Jia Yifan Zhao Yunshan Qi Lizhi Wang Hua Huang 183 10 0 17 Mar 2024
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 302 0 0 17 Mar 2024
Relaxing Accurate Initialization Constraint for 3D Gaussian Splatting Jaewoo Jung Jisang Han Honggyu An Jiwon Kang Seonghoon Park Seungryong Kim 3DGS 229 39 0 14 Mar 2024
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 489 219 0 11 Mar 2024
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 351 104 0 11 Mar 2024
FSViewFusion: Few-Shots View Generation of Novel Objects Rukhshanda Hussain Hui Xian Grace Lim Borchun Chen Mubarak Shah Ser Nam Lim DiffM 166 0 0 11 Mar 2024
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 EgoV DiffM 197 28 0 11 Mar 2024
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 174 19 0 10 Mar 2024
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 182 17 0 04 Mar 2024
Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views Shuai Guo Qi Wang Yijie Gao Rong Xie Li Song 147 8 0 04 Mar 2024
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 444 130 0 03 Mar 2024
G3DR: Generative 3D Reconstruction in ImageNet Pradyumna Reddy Ismail Elezi Jiankang Deng 297 7 0 01 Mar 2024
CharNeRF: 3D Character Generation from Concept Art Eddy Chu Yiyang Chen Chedy Raissi Anand Bhojan 3DH 98 2 0 27 Feb 2024
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency Hanxin Zhu Tianyu He Zhibo Chen 121 7 0 26 Feb 2024
FrameNeRF: A Simple and Efficient Framework for Few-shot Novel View Synthesis Yan Xing Pan Wang Ligang Liu Daolun Li Li Zhang 134 3 0 22 Feb 2024

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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"