Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis

1 April 2021

Pieter Abbeel

Papers citing "Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis"

50 / 126 papers shown

Title
Sparfels: Fast Reconstruction from Sparse Unposed Imagery Shubhendu Jena Amine Ouasfi Mae Younes A. Boukhayma 3DGS 67 1 0 04 May 2025
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 56 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 Newcombe Zhao Dong 3DV 87 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 65 0 0 27 Apr 2025
Neural Pruning for 3D Scene Reconstruction: Efficient NeRF Acceleration Tianqi Ding Dawei Xiang Pablo Rivas Liang Dong 216 1 0 01 Apr 2025
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 79 3 0 25 Mar 2025
Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis Chen Zhao Xuan Wang Tong Zhang Saqib Javed Mathieu Salzmann 3DGS 303 0 0 13 Mar 2025
Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting Chong Cheng Gaochao Song Yiyang Yao Qinzheng Zhou Gangjian Zhang Hao Wang 3DGS 3DV 50 1 0 24 Feb 2025
FLARE: Feed-forward Geometry, Appearance and Camera Estimation from Uncalibrated Sparse Views Shangzhan Zhang Jianyuan Wang Yinghao Xu Nan Xue Christian Rupprecht Xiaowei Zhou Yujun Shen Gordon Wetzstein 126 8 0 17 Feb 2025
Shape from Semantics: 3D Shape Generation from Multi-View Semantics Liangchen Li Caoliwen Wang Yuqi Zhou Bailin Deng Juyong Zhang 3DV 52 0 0 01 Feb 2025
Neural Radiance Fields for the Real World: A Survey Wenhui Xiao Remi Chierchia Rodrigo Santa Cruz Xuesong Li David Ahmedt-Aristizabal Olivier Salvado Clinton Fookes Léo Lebrat AI4CE 94 0 0 22 Jan 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 59 0 0 20 Jan 2025
Vid2Sim: Realistic and Interactive Simulation from Video for Urban Navigation Ziyang Xie Zhizheng Liu Zhenghao Peng Wayne Wu Bolei Zhou VGen 64 3 0 12 Jan 2025
MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes Ruijie Lu Yixin Chen Junfeng Ni Baoxiong Jia Yu Liu Diwen Wan Gang Zeng Siyuan Huang DiffM 135 4 0 16 Dec 2024
Wonderland: Navigating 3D Scenes from a Single Image Hanwen Liang Junli Cao Vidit Goel Guocheng Qian Sergei Korolev Demetri Terzopoulos Konstantinos N. Plataniotis Sergey Tulyakov Jian Ren VGen 133 11 0 16 Dec 2024
ResGS: Residual Densification of 3D Gaussian for Efficient Detail Recovery Yanzhe Lyu Kai-Sheng Cheng Xin Kang Xuejin Chen 271 0 0 10 Dec 2024
T-3DGS: Removing Transient Objects for 3D Scene Reconstruction Vadim Pryadilshchikov Alexander Markin Artem Komarichev Ruslan Rakhimov Peter Wonka Evgeny Burnaev 3DGS 89 1 0 29 Nov 2024
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors Soumava Paul Prakhar Kaushik Alan Yuille 3DGS DiffM 296 0 0 24 Nov 2024
CAD-NeRF: Learning NeRFs from Uncalibrated Few-view Images by CAD Model Retrieval Xin Wen Xuening Zhu Renjiao Yi Z. T. Wang Chenyang Zhu K. Xu 62 1 0 05 Nov 2024
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 36 1 0 22 Oct 2024
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View Zhaorong Wang Yoshihiro Kanamori Yuki Endo 3DH 53 1 0 16 Oct 2024
MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input Views Wangze Xu Huachen Gao Shihe Shen Rui Peng Jianbo Jiao Ronggang Wang 3DGS 34 8 0 22 Sep 2024
LM-Gaussian: Boost Sparse-view 3D Gaussian Splatting with Large Model Priors Hanyang Yu Xiaoxiao Long Ping Tan 3DGS 52 4 0 05 Sep 2024
LoopSparseGS: Loop Based Sparse-View Friendly Gaussian Splatting Zhe Huang Guibiao Liao Yongcai Wang Kanglin Liu Deying Li Lei Wang 3DGS 61 5 0 01 Aug 2024
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View Dogyoon Lee Donghyeong Kim Jungho Lee Minhyeok Lee Seunghoon Lee Sangyoun Lee 86 0 0 09 Jul 2024
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering Ahmad AlMughrabi Ricardo Marques Petia Radeva 61 0 0 02 Jul 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 70 1 0 17 Jun 2024
LRM-Zero: Training Large Reconstruction Models with Synthesized Data Desai Xie Sai Bi Zhixin Shu Kai Zhang Zexiang Xu Yi Zhou Soren Pirk Arie E. Kaufman Xin Sun Hao Tan SyDa 64 14 0 13 Jun 2024
Multiplane Prior Guided Few-Shot Aerial Scene Rendering Zihan Gao Licheng Jiao Lingling Li Xu Liu F. Liu Puhua Chen Yuwei Guo 39 3 0 07 Jun 2024
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image Stanislaw Szymanowicz Eldar Insafutdinov Chuanxia Zheng Dylan Campbell João F. Henriques Christian Rupprecht Andrea Vedaldi 3DGS 44 50 0 06 Jun 2024
Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization Takuhiro Kaneko 53 2 0 06 Jun 2024
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian Wei Sun Qi Zhang Yanzhao Zhou QiXiang Ye Jianbin Jiao Yuan Li 3DGS UQCV 53 3 0 30 May 2024
FastScene: Text-Driven Fast 3D Indoor Scene Generation via Panoramic Gaussian Splatting Yikun Ma Dandan Zhan Zhi Jin 3DGS 35 9 0 09 May 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 63 2 0 30 Apr 2024
Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features Pietro Bonazzi Marie-Julie Rakatosaona Marco Cannici Federico Tombari Davide Scaramuzza 29 0 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 41 1 0 01 Apr 2024
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs Yingji Zhong Lanqing Hong Zhenguo Li Dan Xu 38 9 0 25 Mar 2024
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency Hanxin Zhu Tianyu He Zhibo Chen 46 4 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 51 2 0 22 Feb 2024
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs Zelin Gao Wei-wei Dai Yu Zhang 48 2 0 22 Jan 2024
GD^2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields X. Pan Zongxin Yang Shuai Bai Yi Yang DiffM OffRL 30 1 0 01 Jan 2024
VaLID: Variable-Length Input Diffusion for Novel View Synthesis Shijie Li F. G. Zanjani H. Yahia Yuki M. Asano Juergen Gall A. Habibian DiffM 31 5 0 14 Dec 2023
FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting Zehao Zhu Zhiwen Fan Yi Ding Zhangyang Wang 3DGS 63 146 0 01 Dec 2023
NeuSG: Neural Implicit Surface Reconstruction with 3D Gaussian Splatting Guidance Hanlin Chen Chen Li Gim Hee Lee Gim Hee Lee 3DGS 55 77 0 01 Dec 2023
Seg2Reg: Differentiable 2D Segmentation to 1D Regression Rendering for 360 Room Layout Reconstruction Cheng Sun Wei-En Tai Yu-Lin Shih Kuan-Wei Chen Yong-Jing Syu Kent Selwyn The Yu-Chiang Frank Wang Hwann-Tzong Chen 3DV 38 2 0 30 Nov 2023
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View D. Kothandaraman Dinesh Manocha Ming C. Lin Dinesh Manocha DiffM 46 2 0 27 Nov 2023
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model Yinghao Xu Hao Tan Fujun Luan Sai Bi Peng Wang ... Zifan Shi Kalyan Sunkavalli Gordon Wetzstein Zexiang Xu Kai Zhang 53 154 0 15 Nov 2023
Control3D: Towards Controllable Text-to-3D Generation Yang Chen Yingwei Pan Yehao Li Ting Yao Tao Mei DiffM 33 46 0 09 Nov 2023
Sparse 3D Reconstruction via Object-Centric Ray Sampling L. Cerkezi Paolo Favaro 44 4 0 06 Sep 2023
Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views Zi-Xin Zou Weihao Cheng Yan-Pei Cao Shi-Sheng Huang Ying Shan Songiie Zhang DiffM 41 23 0 27 Aug 2023