Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations

4 July 2022

Papers citing "Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations"

47 / 47 papers shown

Title
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 35 1 0 04 May 2025
DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis Ingyun Lee J. Jang Seunghyeon Seo Nojun Kwak 56 0 0 17 Mar 2025
U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields Vinayak Gupta M. Sivaprakasam Mukund Varma T Kaushik Mitra 62 2 0 25 Nov 2024
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction Yutao Tang Y. Guo Deming Li Cheng-Fang Peng 3DGS 67 0 0 15 Nov 2024
SSNeRF: Sparse View Semi-supervised Neural Radiance Fields with Augmentation Xiao Cao Beibei Lin Bo Wang Zhiyong Huang Robby T. Tan 20 1 0 17 Aug 2024
SpectralGaussians: Semantic, spectral 3D Gaussian splatting for multi-spectral scene representation, visualization and analysis Saptarshi Neil Sinha Holger Graf Michael Weinmann 3DGS 20 1 0 13 Aug 2024
RS-NeRF: Neural Radiance Fields from Rolling Shutter Images Muyao Niu Tong Chen Yifan Zhan Zhuoxiao Li Xiang Ji Yinqiang Zheng 16 0 0 14 Jul 2024
GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting Chenxin Li Hengyu Liu Zhiwen Fan W. J. Li Yifan Liu Panwang Pan Yixuan Yuan 3DGS 18 12 0 01 Jul 2024
3DRealCar: An In-the-wild RGB-D Car Dataset with 360-degree Views Xiaobiao Du Haiyang Sun Shuyun Wang Zhuojie Wu Hongwei Sheng Jiaying Ying Ming Lu Tianqing Zhu Kun Zhan Xin Yu 3DPC 30 6 0 07 Jun 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 29 3 0 21 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 19 0 0 17 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 21 3 0 15 Mar 2024
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI Soumili Das Shubhadip Nag Shreyyash Sharma Suparna Bhattacharya Sourangshu Bhattacharya 19 0 0 08 Mar 2024
SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field Ru Li Jia Liu Guanghui Liu Shengping Zhang Bing Zeng Shuaicheng Liu 14 6 0 14 Dec 2023
C-NERF: Representing Scene Changes as Directional Consistency Difference-based NeRF Rui Huang Binbin Jiang Qingyi Zhao William Wang Yuxiang Zhang Qing-Wu Guo 15 2 0 05 Dec 2023
Re-Nerfing: Improving Novel Views Synthesis through Novel Views Synthesis Felix Tristram Stefano Gasperini Nassir Navab Federico Tombari 12 0 0 04 Dec 2023
FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting Zehao Zhu Zhiwen Fan Yifan Jiang Zhangyang Wang 3DGS 12 143 0 01 Dec 2023
ZeST-NeRF: Using temporal aggregation for Zero-Shot Temporal NeRFs Violeta Menéndez González Andrew Gilbert Graeme Phillipson Stephen Jolly Simon Hadfield 15 0 0 30 Nov 2023
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation Yuhan Ding Fukun Yin Jiayuan Fan Hui Li Xin Chen Wen Liu Chongshan Lu Gang Yu Tao Chen 15 5 0 03 Nov 2023
FG-NeRF: Flow-GAN based Probabilistic Neural Radiance Field for Independence-Assumption-Free Uncertainty Estimation Songlin Wei Jiazhao Zhang Yang Wang Ruben Verborgh Hao Su He Wang AI4CE 15 3 0 28 Sep 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 18 1 0 18 Jul 2023
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations Y. Fu Ye Yuan Souvik Kundu Shang Wu Shunyao Zhang Yingyan Lin AAML 50 6 0 10 Jun 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 25 27 0 29 May 2023
HashCC: Lightweight Method to Improve the Quality of the Camera-less NeRF Scene Generation Jan Olszewski 10 2 0 07 May 2023
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering Andrea Ramazzina Mario Bijelic Stefanie Walz Alessandro Sanvito Dominik Scheuble Felix Heide 19 17 0 03 May 2023
MF-NeRF: Memory Efficient NeRF with Mixed-Feature Hash Table Yongjae Lee Li Yang Deliang Fan 11 2 0 25 Apr 2023
Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations Xinhang Liu Yu-Wing Tai Chi-Keung Tang 15 7 0 26 Mar 2023
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou Wenbo Li Yi Wang T. Hu Nianjuan Jiang Xiaoguang Han Jiasen Lu 19 15 0 13 Mar 2023
Benchmarking Robustness in Neural Radiance Fields Chen Wang Angtian Wang Junbo Li Alan Yuille Cihang Xie 32 11 0 10 Jan 2023
$Non-uniform Sampling Strategies for NeRF on 360{\textdegree} images$ Non-uniform Sampling Strategies for NeRF on 360{\textdegree} images Takashi Otonari Satoshi Ikehata Kiyoharu Aizawa 22 1 0 07 Dec 2022
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views Dejia Xu Yifan Jiang Peihao Wang Zhiwen Fan Yi Wang Zhangyang Wang DiffM 15 143 0 29 Nov 2022
DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models Shengqu Cai E. R. Chan Songyou Peng Mohamad Shahbazi Anton Obukhov Luc Van Gool Gordon Wetzstein DiffM 12 33 0 22 Nov 2022
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications Zhongkai Hao Songming Liu Yichi Zhang Chengyang Ying Yao Feng Hang Su Jun Zhu PINN AI4CE 16 87 0 15 Nov 2022
SVS: Adversarial refinement for sparse novel view synthesis Violeta Menéndez González Andrew Gilbert Graeme Phillipson Stephen Jolly Simon Hadfield 14 3 0 14 Nov 2022
VM-NeRF: Tackling Sparsity in NeRF with View Morphing M. Bortolon Alessio Del Bue Fabio Poiesi 23 7 0 09 Oct 2022
360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance Shreyas Kulkarni Peng Yin S. Scherer MDE 6 23 0 28 Sep 2022
Real-time Neural Dense Elevation Mapping for Urban Terrain with Uncertainty Estimations Bowen Yang Qingwen Zhang R. Geng Lujia Wang Meilin Liu 3DV 12 10 0 06 Aug 2022
Is Attention All That NeRF Needs? T. MukundVarma Peihao Wang Xuxi Chen Tianlong Chen Subhashini Venugopalan Zhangyang Wang ViT 11 106 0 27 Jul 2022
Unified Implicit Neural Stylization Zhiwen Fan Yifan Jiang Peihao Wang Xinyu Gong Dejia Xu Zhangyang Wang 18 68 0 05 Apr 2022
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image Dejia Xu Yifan Jiang Peihao Wang Zhiwen Fan Humphrey Shi Zhangyang Wang 13 181 0 02 Apr 2022
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 42 110 0 17 Feb 2021
Portrait Neural Radiance Fields from a Single Image Chen Gao Yichang Shih Wei-Sheng Lai Chia-Kai Liang Jia-Bin Huang 3DH CVBM 93 79 0 10 Dec 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 209 860 0 10 Mar 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 205 430 0 25 Sep 2019
Disentangling Adversarial Robustness and Generalization David Stutz Matthias Hein Bernt Schiele AAML OOD 175 271 0 03 Dec 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 247 5,813 0 08 Jul 2016