AutoRF: Learning 3D Object Radiance Fields from Single View Observations

7 April 2022

Norman Muller

Andrea Simonelli

Lorenzo Porzi

Samuel Rota Buló

Matthias Nießner

Peter Kontschieder

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Papers citing "AutoRF: Learning 3D Object Radiance Fields from Single View Observations"

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Title
Dynamic EventNeRF: Reconstructing General Dynamic Scenes from Multi-view RGB and Event Streams Viktor Rudnev Gereon Fox Mohamed A. Elgharib Christian Theobalt Vladislav Golyanik 66 0 0 09 Dec 2024
GUMBEL-NERF: Representing Unseen Objects as Part-Compositional Neural Radiance Fields Yusuke Sekikawa Chingwei Hsu Satoshi Ikehata Rei Kawakami Ikuro Sato 19 0 0 27 Oct 2024
Img2CAD: Conditioned 3D CAD Model Generation from Single Image with Structured Visual Geometry Tianrun Chen Chunan Yu Yuanqi Hu Jing Li Tao Xu ... Lanyun Zhu Ying-Dong Zang Yong Zhang Z. Li Linyun Sun 20 0 0 04 Oct 2024
G3R: Gradient Guided Generalizable Reconstruction Yun Chen Jingkang Wang Ze Yang S. Manivasagam R. Urtasun 31 3 0 28 Sep 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 34 22 0 26 Jun 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 48 1 0 17 Jun 2024
Category-level Neural Field for Reconstruction of Partially Observed Objects in Indoor Environment Taekbeom Lee Youngseok Jang H. Jin Kim 3DV 31 0 0 12 Jun 2024
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes Minghao Guo Bohan Wang Kaiming He Wojciech Matusik 3DGS 83 6 0 30 May 2024
Neural Radiance Fields with Torch Units Bingnan Ni Huanyu Wang Dongfeng Bai Minghe Weng Dexin Qi Weichao Qiu Bingbing Liu 25 0 0 03 Apr 2024
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 25 9 0 17 Feb 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 85 3 0 12 Feb 2024
ProSGNeRF: Progressive Dynamic Neural Scene Graph with Frequency Modulated Auto-Encoder in Urban Scenes Tianchen Deng Siyang Liu Xuan Wang Yejia Liu Danwei W. Wang Weidong Chen 3DV 10 23 0 14 Dec 2023
NViST: In the Wild New View Synthesis from a Single Image with Transformers Wonbong Jang Lourdes Agapito ViT 19 9 0 13 Dec 2023
SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction Yuanhui Huang Wenzhao Zheng Borui Zhang Jie Zhou Jiwen Lu 3DPC 58 64 0 21 Nov 2023
MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture Lincong Feng Muyu Wang Maoyu Wang Kuo Xu Xiaoli Liu 17 3 0 16 Nov 2023
LRM: Large Reconstruction Model for Single Image to 3D Yicong Hong Kai Zhang Jiuxiang Gu Sai Bi Yang Zhou Difan Liu Feng Liu Kalyan Sunkavalli Trung Bui Hao Tan 3DV 3DH 19 166 0 08 Nov 2023
Towards Viewpoint Robustness in Bird's Eye View Segmentation Tzofi Klinghoffer Jonah Philion Wenzheng Chen Or Litany Zan Gojcic Jungseock Joo Ramesh Raskar Sanja Fidler Jose M. Alvarez 19 11 0 11 Sep 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views Stephan Alaniz Massimiliano Mancini Zeynep Akata 27 7 0 05 Sep 2023
NeO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes Muhammad Zubair Irshad Sergey Zakharov Katherine Liu Vitor Campagnolo Guizilini Thomas Kollar Adrien Gaidon Z. Kira Rares Ambrus 12 46 0 24 Aug 2023
Car-Studio: Learning Car Radiance Fields from Single-View and Endless In-the-wild Images Tianyu Liu Hao Zhao Yang Yu Guyue Zhou Ming-Yu Liu 17 3 0 26 Jul 2023
Points-to-3D: Bridging the Gap between Sparse Points and Shape-Controllable Text-to-3D Generation Chaohui Yu Qiang-feng Zhou Jingliang Li Zhe Zhang Zhibin Wang Fan Wang DiffM 11 29 0 26 Jul 2023
CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components Davide Di Nucci A. Simoni Matteo Tomei L. Ciuffreda R. Vezzani Rita Cucchiara 17 1 0 24 Jul 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 29 433 0 29 Jun 2023
Viewset Diffusion: (0-)Image-Conditioned 3D Generative Models from 2D Data Stanislaw Szymanowicz Christian Rupprecht Andrea Vedaldi 17 99 0 13 Jun 2023
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork Bipasha Sen Gaurav Singh Aditya Agarwal Rohith Agaram K. M. Krishna Srinath Sridhar AI4CE 15 13 0 09 Jun 2023
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields AKM SHAHARIAR AZAD RABBY Chengcui Zhang 14 11 0 05 Jun 2023
NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization Zhixiang Min Bingbing Zhuang S. Schulter Buyu Liu Enrique Dunn Manmohan Chandraker 3DPC 40 19 0 28 May 2023
AutoRecon: Automated 3D Object Discovery and Reconstruction Yuang Wang Xingyi He He Sida Peng Haotong Lin Hujun Bao Xiaowei Zhou 17 7 0 15 May 2023
Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation Logistics Alexander Naumann Felix Hertlein Laura Dörr K. Furmans 11 6 0 18 Apr 2023
GINA-3D: Learning to Generate Implicit Neural Assets in the Wild Bokui Shen Xinchen Yan C. Qi Mahyar Najibi Boyang Deng Leonidas J. Guibas Yin Zhou Drago Anguelov 3DV 17 19 0 04 Apr 2023
Partial-View Object View Synthesis via Filtered Inversion Fan-Yun Sun Jonathan Tremblay Valts Blukis Kevin Qinghong Lin Danfei Xu ... Ruohan Zhang Yunzhu Li Jiajun Wu Marco Pavone Nick Haber 20 0 0 03 Apr 2023
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields Yuanbo Yang Yifei Yang Hanlei Guo R. Xiong Yue Wang Yiyi Liao 21 18 0 24 Mar 2023
Promptable Game Models: Text-Guided Game Simulation via Masked Diffusion Models Willi Menapace Aliaksandr Siarohin Stéphane Lathuilière Panos Achlioptas Vladislav Golyanik Sergey Tulyakov Elisa Ricci LM&Ro VGen DiffM 29 3 0 23 Mar 2023
3D Data Augmentation for Driving Scenes on Camera Wenwen Tong Jiangwei Xie Tianyu Li Hanming Deng Xiangwei Geng Ruoyi Zhou Dingchen Yang Bo Dai Lewei Lu Hongyang Li 18 12 0 18 Mar 2023
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild Jae-Won Lee In-Ho Kim Hwan Heo Hyunwoo J. Kim 24 6 0 05 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 61 25 0 02 Mar 2023
RealFusion: 360° Reconstruction of Any Object from a Single Image Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 85 288 0 21 Feb 2023
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion Jiatao Gu Alex Trevithick Kai-En Lin J. Susskind Christian Theobalt Lingjie Liu R. Ramamoorthi DiffM VGen 23 167 0 20 Feb 2023
Behind the Scenes: Density Fields for Single View Reconstruction Felix Wimbauer Nan Yang Christian Rupprecht Daniel Cremers MDE 20 50 0 18 Jan 2023
DR-WLC: Dimensionality Reduction cognition for object detection and pose estimation by Watching, Learning and Checking Yu Gao Xi Xu Tianji Jiang Siyuan Chen Yi Yang Yufeng Yue M. Fu 15 0 0 17 Jan 2023
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images Abdullah Hamdi Bernard Ghanem Matthias Nießner 25 19 0 18 Dec 2022
ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes Sergey Zakharov Rares Ambrus Katherine Liu Adrien Gaidon 3DV 14 4 0 12 Dec 2022
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields Anh-Quan Cao Raoul de Charette MDE 29 42 0 05 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 21 185 0 02 Dec 2022
FLNeRF: 3D Facial Landmarks Estimation in Neural Radiance Fields Hao Zhang Tianyuan Dai Yu-Wing Tai Chi-Keung Tang 3DH CVBM 8 2 0 21 Nov 2022
Common Pets in 3D: Dynamic New-View Synthesis of Real-Life Deformable Categories Samarth Sinha Roman Shapovalov Jeremy Reizenstein Ignacio Rocco Natalia Neverova Andrea Vedaldi David Novotny 3DPC 11 15 0 07 Nov 2022
A Survey on Deep Generative 3D-aware Image Synthesis Weihao Xia Jing-Hao Xue 3DV 8 20 0 25 Oct 2022
One-Shot Neural Fields for 3D Object Understanding Valts Blukis Taeyeop Lee Jonathan Tremblay Bowen Wen In So Kweon Kuk-Jin Yoon D. Fox Stan Birchfield 27 6 0 21 Oct 2022
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review K. Gao Yina Gao Hongjie He Dening Lu Linlin Xu Jonathan Li 17 47 0 01 Oct 2022
DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images Bing Wang Lujia Chen Bo-Hsiang Yang 8 64 0 15 Aug 2022