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
Differentiable Shadow Mapping for Efficient Inverse GraphicsComputer Vision and Pattern Recognition (CVPR), 2023 Markus Worchel M. Alexa 190 5 0 21 Aug 2023
HollowNeRF: Pruning Hashgrid-Based NeRFs with Trainable Collision MitigationIEEE International Conference on Computer Vision (ICCV), 2023 Xiufeng Xie Riccardo Gherardi Zhihong Pan Stephen Huang 256 16 0 19 Aug 2023
MonoNeRD: NeRF-like Representations for Monocular 3D Object DetectionIEEE International Conference on Computer Vision (ICCV), 2023 Jun Xu Liang Peng Haoran Cheng Hao Li Wei Qian Kejie Li Wenxiao Wang Deng Cai MDE 235 49 0 18 Aug 2023
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases Eugen Šlapak Enric Pardo Matús Dopiriak T. Maksymyuk Juraj Gazda AI4CE 273 17 0 14 Aug 2023
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural FieldsIEEE International Conference on Computer Vision (ICCV), 2023 Zeke Xie Xindi Yang Yujie Yang Qingyan Sun Yi Jiang Haoran Wang Yunfeng Cai Mingming Sun 138 50 0 14 Aug 2023
Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse InputsACM Multimedia (ACM MM), 2023 Yanqi Bao Yuxin Li Jing Huo Tian Ding Xinyue Liang Wenbin Li Yang Gao 240 12 0 05 Aug 2023
Transient Neural Radiance Fields for Lidar View Synthesis and 3D ReconstructionNeural Information Processing Systems (NeurIPS), 2023 Anagh Malik Parsa Mirdehghan Sotiris Nousias Kiriakos N. Kutulakos David B. Lindell 187 24 0 14 Jul 2023
SC-NeuS: Consistent Neural Surface Reconstruction from Sparse and Noisy ViewsAAAI Conference on Artificial Intelligence (AAAI), 2023 Shi-Sheng Huang Zi-Xin Zou Yichi Zhang Huan Huang 3DV 119 10 0 12 Jul 2023
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View SynthesisIEEE International Conference on Computer Vision (ICCV), 2023 Seunghyeon Seo Yeonjin Chang Nojun Kwak 243 36 0 30 Jun 2023
C2F2NeUS: Cascade Cost Frustum Fusion for High Fidelity and Generalizable Neural Surface ReconstructionIEEE International Conference on Computer Vision (ICCV), 2023 Luoyuan Xu T. Guan Yuesong Wang Wenkai Liu Zhao-lei Zeng Junle Wang Wei Yang 3DV 271 22 0 16 Jun 2023
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB ImagesInternational Conference on 3D Vision (3DV), 2023 Pan Pan Zhiwen Fan Brandon Yushan Feng Peihao Wang Chenxing Li Zinan Lin 302 27 0 13 Jun 2023
Binary Radiance FieldsNeural Information Processing Systems (NeurIPS), 2023 S. Shin Jaesik Park AI4CE 193 32 0 13 Jun 2023
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer ParadigmIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Kun Zhou Wenbo Li Nianjuan Jiang Xiaoguang Han Jiasen Lu 220 8 0 10 Jun 2023
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial PerturbationsInternational Conference on Machine Learning (ICML), 2023 Y. Fu Ye Yuan Souvik Kundu Shang Wu Shunyao Zhang Yingyan Lin AAML 213 11 0 10 Jun 2023
NERFBK: A High-Quality Benchmark for NERF-Based 3D Reconstruction A. Karami S. Rigon G. Mazzacca Ziyang Yan Fabio Remondino 263 0 0 09 Jun 2023
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetworkNeural Information Processing Systems (NeurIPS), 2023 Bipasha Sen Gaurav Singh Aditya Agarwal Rohith Agaram K. M. Krishna Srinath Sridhar AI4CE 183 17 0 09 Jun 2023
GANeRF: Leveraging Discriminators to Optimize Neural Radiance FieldsACM Transactions on Graphics (TOG), 2023 Barbara Roessle Norman Muller Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 192 25 0 09 Jun 2023
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFsIEEE International Conference on Computer Vision (ICCV), 2023 Zezhou Cheng Carlos Esteves Varun Jampani Abhishek Kar Subhransu Maji A. Makadia 280 43 0 08 Jun 2023
DiViNeT: 3D Reconstruction from Disparate Views via Neural Template Regularization Aditya Vora A. Patil Hao Zhang 3DV 273 8 0 07 Jun 2023
DreamSparse: Escaping from Plato's Cave with 2D Frozen Diffusion Model Given Sparse ViewsNeural Information Processing Systems (NeurIPS), 2023 Paul D. Yoo Jiaxian Guo Yutaka Matsuo S. Gu 384 29 0 06 Jun 2023
PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline PanoramasNeural Information Processing Systems (NeurIPS), 2023 Zheng Chen Yan-Pei Cao Yuanchen Guo Chen Wang Ying Shan Songiie Zhang 178 13 0 02 Jun 2023
Adjustable Visual Appearance for Generalizable Novel View SynthesisInternational Conferences on Pattern Recognition and Artificial Intelligence (ICCPRAI), 2023 Josef Bengtson David Nilsson Che-Tsung Lin Marcel Büsching Fredrik Kahl 274 2 0 02 Jun 2023
DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth AdaptationNeural Information Processing Systems (NeurIPS), 2023 Jiuhn Song Seonghoon Park Honggyu An Seokju Cho Minseop Kwak Sung-Jin Cho Seung Wook Kim MDE 206 32 0 30 May 2023
PlaNeRF: SVD Unsupervised 3D Plane Regularization for NeRF Large-Scale Scene Reconstruction Fusang Wang Arnaud Louys Nathan Piasco Moussâb Bennehar Luis Roldão D. Tsishkou 174 12 0 26 May 2023
Joint Optimization of Triangle Mesh, Material, and Light from Neural Fields with Neural Radiance Cache Jiakai Sun Zhanjie Zhang Tianyi Chu Guangyuan Li Lei Zhao Lei Zhao Wei Xing 222 2 0 26 May 2023
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View ReconstructionEuropean Conference on Computer Vision (ECCV), 2023 Xinhang Liu Jiaben Chen Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang DiffM 191 25 0 24 May 2023
ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis Shou-Yong Hu Kaichen Zhou Kaiyu Li L. Yu Lanqing Hong Tianyang Hu Zhenguo Li G. Lee Ziwei Liu 261 23 0 18 May 2023
MultiPlaneNeRF: Neural Radiance Field with Non-Trainable RepresentationExpert systems with applications (ESWA), 2023 D. Zimny Artur Kasymov Adam Kania Jacek Tabor Maciej Ziȩba Przemysław Spurek Przemysław Spurek 3DV 277 5 0 17 May 2023
SparseGNV: Generating Novel Views of Indoor Scenes with Sparse Input Views Weihao Cheng Yan-Pei Cao Ying Shan 184 2 0 11 May 2023
Virtual Occlusions Through Implicit DepthComputer Vision and Pattern Recognition (CVPR), 2023 Jamie Watson Mohamed Sayed Z. Qureshi Gabriel J. Brostow Sara Vicente Oisin Mac Aodha Michael Firman 277 10 0 11 May 2023
HashCC: Lightweight Method to Improve the Quality of the Camera-less NeRF Scene Generation Jan Olszewski 127 2 0 07 May 2023
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural RenderingIEEE International Conference on Computer Vision (ICCV), 2023 Andrea Ramazzina Mario Bijelic Stefanie Walz Alessandro Sanvito Dominik Scheuble Felix Heide 242 31 0 03 May 2023
Neural Radiance Fields (NeRFs): A Review and Some Recent Developments Mohamed Debbagh AI4CE 73 9 0 30 Apr 2023
ViP-NeRF: Visibility Prior for Sparse Input Neural Radiance FieldsInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Nagabhushan Somraj R. Soundararajan 293 67 0 28 Apr 2023
Learning a Diffusion Prior for NeRFs Guandao Yang Abhijit Kundu Leonidas Guibas Jonathan T. Barron Ben Poole DiffM 237 8 0 27 Apr 2023
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFsIEEE International Conference on Computer Vision (ICCV), 2023 Jiteng Mu S. Sang Nuno Vasconcelos Xinyu Wang 156 29 0 27 Apr 2023
VGOS: Voxel Grid Optimization for View Synthesis from Sparse InputsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Jiakai Sun Zhanjie Zhang Jiafu Chen Guangyuan Li Boyan Ji Lei Zhao Wei Xing Huaizhong Lin 164 27 0 26 Apr 2023
Hybrid Neural Rendering for Large-Scale Scenes with Motion BlurComputer Vision and Pattern Recognition (CVPR), 2023 Peng Dai Yinda Zhang Xin Yu Xiaoyang Lyu Xiaojuan Qi 3DH 173 23 0 25 Apr 2023
Explicit Correspondence Matching for Generalizable Neural Radiance FieldsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yuedong Chen Haofei Xu Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 3DV 310 40 0 24 Apr 2023
Dehazing-NeRF: Neural Radiance Fields from Hazy Images Tian Li Lu Li Wei Wang Zhangchi Feng 184 6 0 22 Apr 2023
Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFsIEEE International Conference on Computer Vision (ICCV), 2023 Frederik Warburg Ethan Weber Matthew Tancik Aleksander Holynski Angjoo Kanazawa DiffM 196 75 0 20 Apr 2023
LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance FieldsACM Multimedia (ACM MM), 2023 Tang Tao Longfei Gao Guangrun Wang Yixing Lao Peng Chen Hengshuang Zhao Dayang Hao Xiaodan Liang Mathieu Salzmann Kaicheng Yu 209 53 0 20 Apr 2023
Learning to Render Novel Views from Wide-Baseline Stereo PairsComputer Vision and Pattern Recognition (CVPR), 2023 Yilun Du Cameron Smith A. Tewari Vincent Sitzmann 3DV 213 98 0 17 Apr 2023
NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry ScaffoldsComputer Vision and Pattern Recognition (CVPR), 2023 Chen Yang Peihao Li Zanwei Zhou Shanxin Yuan Bingbing Liu Yunbo Wang Weichao Qiu Wei Shen 145 20 0 13 Apr 2023
Improving Neural Radiance Fields with Depth-aware Optimization for Novel View Synthesis Shu Chen Jun-ye Li Yang Zhang Beiji Zou 173 5 0 11 Apr 2023
Instance Neural Radiance FieldIEEE International Conference on Computer Vision (ICCV), 2023 Yichen Liu Benran Hu Junkai Huang Yu-Wing Tai Chi-Keung Tang ISeg 355 43 0 10 Apr 2023
DeLiRa: Self-Supervised Depth, Light, and Radiance FieldsIEEE International Conference on Computer Vision (ICCV), 2023 Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Andrei Ambrus Sergey Zakharov Vincent Sitzmann Adrien Gaidon MDE 157 6 0 06 Apr 2023
Decoupling Dynamic Monocular Videos for Dynamic View SynthesisIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 Meng You Xianqiang Lyu 200 15 0 04 Apr 2023
Efficient View Synthesis and 3D-based Multi-Frame Denoising with Multiplane Feature RepresentationsComputer Vision and Pattern Recognition (CVPR), 2023 T. Tanay A. Leonardis Matteo Maggioni 185 6 0 31 Mar 2023
VDN-NeRF: Resolving Shape-Radiance Ambiguity via View-Dependence NormalizationComputer Vision and Pattern Recognition (CVPR), 2023 Bingfan Zhu Yanchao Yang Xulong Wang Youyi Zheng Leonidas Guibas 154 19 0 31 Mar 2023