ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers

18 March 2022

Papers citing "ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers"

50 / 63 papers shown

Title
CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis Youngkyoon Jang Eduardo Pérez-Pellitero 40 0 0 25 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
Data Augmentation for NeRFs in the Low Data Limit Ayush Gaggar Todd Murphey 47 0 0 03 Mar 2025
G3R: Gradient Guided Generalizable Reconstruction Yun Chen Jingkang Wang Ze Yang S. Manivasagam R. Urtasun 24 3 0 28 Sep 2024
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model Minghua Liu Chong Zeng Xinyue Wei Ruoxi Shi Linghao Chen ... Zhaoning Wang Xiaoshuai Zhang Isabella Liu Hongzhi Wu Hao Su 59 23 0 19 Aug 2024
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views Chao Xu Ang Li Linghao Chen Yulin Liu Ruoxi Shi Hao Su Minghua Liu 3DGS 32 21 0 19 Aug 2024
FewShotNeRF: Meta-Learning-based Novel View Synthesis for Rapid Scene-Specific Adaptation Piraveen Sivakumar Paul Janson Jathushan Rajasegaran Thanuja D. Ambegoda 27 1 0 09 Aug 2024
LaRa: Efficient Large-Baseline Radiance Fields Anpei Chen Haofei Xu Stefano Esposito Siyu Tang Andreas Geiger AI4CE 29 22 0 05 Jul 2024
GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction Yuxuan Mu X. Zuo Chuan Guo Yilin Wang Juwei Lu Xiaofeng Wu Songcen Xu Peng Dai Youliang Yan Li Cheng 3DGS 34 5 0 05 Jul 2024
MultiDiff: Consistent Novel View Synthesis from a Single Image Norman Muller Katja Schwarz Barbara Roessle Lorenzo Porzi Samuel Rota Buló Matthias Nießner Peter Kontschieder DiffM 28 22 0 26 Jun 2024
NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods Jonáš Kulhánek Torsten Sattler 40 8 0 25 Jun 2024
Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models Paul Henderson Melonie de Almeida D. Ivanova Titas Anciukevicius 3DGS 33 4 0 18 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 18 3 0 30 May 2024
CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization Jiawei Zhang Jiahe Li Xiaohan Yu Lei Huang Lin Gu Jin Zheng Xiao Bai 28 18 0 20 May 2024
Lightplane: Highly-Scalable Components for Neural 3D Fields Ang Cao Justin Johnson Andrea Vedaldi David Novotny 28 3 0 30 Apr 2024
FlyNeRF: NeRF-Based Aerial Mapping for High-Quality 3D Scene Reconstruction Maria Dronova Vladislav Cheremnykh Alexey Kotcov A. Fedoseev Dzmitry Tsetserukou 35 4 0 19 Apr 2024
VideoMV: Consistent Multi-View Generation Based on Large Video Generative Model Qi Zuo Xiaodong Gu Lingteng Qiu Yuan Dong Zhengyi Zhao ... Rui Peng Siyu Zhu Zilong Dong Liefeng Bo Qixing Huang DiffM VGen 23 13 0 18 Mar 2024
DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization Jiahe Li Jiawei Zhang Xiao Bai Jin Zheng Xin Ning Jun Zhou Lin Gu 3DGS 16 98 0 11 Mar 2024
V3D: Video Diffusion Models are Effective 3D Generators Zilong Chen Yikai Wang Feng Wang Zhengyi Wang Huaping Liu VGen 24 25 0 11 Mar 2024
Consolidating Attention Features for Multi-view Image Editing Or Patashnik Rinon Gal Daniel Cohen-Or Jun-Yan Zhu Fernando de la Torre 30 6 0 22 Feb 2024
Denoising Diffusion via Image-Based Rendering Titas Anciukevicius Fabian Manhardt Federico Tombari Paul Henderson 40 11 0 05 Feb 2024
Advances in 3D Generation: A Survey Xiaoyu Li Qi Zhang Di Kang Weihao Cheng Yiming Gao Jingbo Zhang Zhihao Liang Jing Liao Yan-Pei Cao Ying Shan 18 15 0 31 Jan 2024
Splatter Image: Ultra-Fast Single-View 3D Reconstruction Stanislaw Szymanowicz Christian Rupprecht Andrea Vedaldi 3DGS 37 174 0 20 Dec 2023
NViST: In the Wild New View Synthesis from a Single Image with Transformers Wonbong Jang Lourdes Agapito ViT 17 9 0 13 Dec 2023
UpFusion: Novel View Diffusion from Unposed Sparse View Observations Bharath Raj Nagoor Kani Hsin-Ying Lee Sergey Tulyakov Shubham Tulsiani 28 5 0 11 Dec 2023
EpiDiff: Enhancing Multi-View Synthesis via Localized Epipolar-Constrained Diffusion Zehuan Huang Hao Wen Junting Dong Yaohui Wang Yangguang Li ... Yan-Pei Cao Ding Liang Yu Qiao Bo Dai Lu Sheng 10 10 0 11 Dec 2023
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields Zhiyuan Min Yawei Luo Wei Yang Yuesong Wang Yi Yang 14 2 0 20 Nov 2023
One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion Minghua Liu Ruoxi Shi Linghao Chen Zhuoyang Zhang Chao Xu Xinyue Wei Hansheng Chen Chong Zeng Jiayuan Gu Hao Su 18 186 0 14 Nov 2023
ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image Senthil Purushwalkam Nikhil Naik 16 5 0 09 Nov 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 22 14 0 16 Oct 2023
Pseudo-Generalized Dynamic View Synthesis from a Video Xiaoming Zhao Alex Colburn Fangchang Ma Miguel Angel Bautista J. Susskind A. Schwing 24 11 0 12 Oct 2023
Consistent123: Improve Consistency for One Image to 3D Object Synthesis Haohan Weng Tianyu Yang Jianan Wang Yu Li Tong Zhang C. L. P. Chen Lei Zhang DiffM 11 52 0 12 Oct 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 11 23 0 27 Aug 2023
InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules Yanqi Bao Tian Ding Jing Huo Wenbin Li Yuxin Li Yang Gao AI4CE 12 7 0 26 Aug 2023
Improving NeRF Quality by Progressive Camera Placement for Unrestricted Navigation in Complex Environments Georgios Kopanas G. Drettakis 11 13 0 24 Aug 2023
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts Wenyan Cong Hanxue Liang Peihao Wang Zhiwen Fan Tianlong Chen M. Varma Yi Wang Zhangyang Wang MoE 14 21 0 22 Aug 2023
Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs Yanqi Bao Yuxin Li Jing Huo Tian Ding Xinyue Liang Wenbin Li Yang Gao 12 8 0 05 Aug 2023
Survey on Controlable Image Synthesis with Deep Learning Shixiong Zhang Jiao Li Lu Yang 3DV 10 1 0 18 Jul 2023
ID-Pose: Sparse-view Camera Pose Estimation by Inverting Diffusion Models Weihao Cheng Yan-Pei Cao Ying Shan DiffM 17 4 0 29 Jun 2023
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization Minghua Liu Chao Xu Haian Jin Ling-Hao Chen T. MukundVarma Zexiang Xu Hao Su 27 433 0 29 Jun 2023
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs Zezhou Cheng Carlos Esteves Varun Jampani Abhishek Kar Subhransu Maji A. Makadia 19 31 0 08 Jun 2023
DreamSparse: Escaping from Plato's Cave with 2D Frozen Diffusion Model Given Sparse Views Paul D. Yoo Jiaxian Guo Yutaka Matsuo S. Gu 8 24 0 06 Jun 2023
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow Cameron Smith Yilun Du A. Tewari Vincent Sitzmann 3DH 6 27 0 31 May 2023
T1: Scaling Diffusion Probabilistic Fields to High-Resolution on Unified Visual Modalities Kangfu Mei Mo Zhou Vishal M. Patel DiffM 13 1 0 24 May 2023
SparseGNV: Generating Novel Views of Indoor Scenes with Sparse Input Views Weihao Cheng Yan-Pei Cao Ying Shan 8 2 0 11 May 2023
Tetra-NeRF: Representing Neural Radiance Fields Using Tetrahedra Jonáš Kulhánek Torsten Sattler 17 30 0 19 Apr 2023
Generative Novel View Synthesis with 3D-Aware Diffusion Models E. R. Chan Koki Nagano Matthew A. Chan Alexander W. Bergman Jeong Joon Park A. Levy M. Aittala Shalini De Mello Tero Karras Gordon Wetzstein DiffM 11 228 0 05 Apr 2023
HoloDiffusion: Training a 3D Diffusion Model using 2D Images Animesh Karnewar Andrea Vedaldi David Novotny Niloy Mitra 22 109 0 29 Mar 2023
$PC^2$ : Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction Luke Melas-Kyriazi Christian Rupprecht Andrea Vedaldi DiffM 51 80 0 21 Feb 2023