ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields

1 December 2022

Papers citing "ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields"

45 / 45 papers shown

Title
ViewNet: Unsupervised Viewpoint Estimation from Conditional Generation Octave Mariotti Oisin Mac Aodha Hakan Bilen 77 8 0 01 Dec 2022
Zero-Shot Category-Level Object Pose Estimation Walter Goodwin S. Vaze Ioannis Havoutis Ingmar Posner ViT 64 58 0 07 Apr 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 280 1,664 0 09 Dec 2021
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose Angtian Wang Shenxiao Mei Alan Yuille Adam Kortylewski 3DV 89 21 0 27 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 83 558 0 18 Oct 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 85 220 0 03 Sep 2021
Self-Calibrating Neural Radiance Fields Yoonwoo Jeong Seokjun Ahn Chris Choy Anima Anandkumar Minsu Cho Jaesik Park 81 243 0 31 Aug 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 171 295 0 04 Jun 2021
BARF: Bundle-Adjusting Neural Radiance Fields Chen-Hsuan Lin Wei-Chiu Ma Antonio Torralba Simon Lucey 145 725 0 13 Apr 2021
Semi-supervised Viewpoint Estimation with Geometry-aware Conditional Generation Octave Mariotti Hakan Bilen GAN 62 8 0 02 Apr 2021
GNeRF: GAN-based Neural Radiance Field without Posed Camera Quan Meng Anpei Chen Haimin Luo Minye Wu Hao Su Lan Xu Xuming He Jingyi Yu 94 203 0 29 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 93 1,077 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 123 1,986 0 24 Mar 2021
NeRF--: Neural Radiance Fields Without Known Camera Parameters Zirui Wang Shangzhe Wu Weidi Xie Min Chen V. Prisacariu 80 120 0 14 Feb 2021
INeRF: Inverting Neural Radiance Fields for Pose Estimation Yen-Chen Lin Peter R. Florence Jonathan T. Barron Alberto Rodriguez Phillip Isola Nayeon Lee 132 455 0 10 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 184 1,746 0 03 Dec 2020
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 165 1,144 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 164 963 0 24 Nov 2020
NeRF++: Analyzing and Improving Neural Radiance Fields Kai Zhang Gernot Riegler Noah Snavely V. Koltun 93 1,046 0 15 Oct 2020
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections Ricardo Martín Brualla Noha Radwan Mehdi S. M. Sajjadi Jonathan T. Barron Alexey Dosovitskiy Daniel Duckworth 126 1,502 0 05 Aug 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 136 318 0 23 Jul 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 272 1,276 0 22 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 162 873 0 05 Jul 2020
Novel Object Viewpoint Estimation through Reconstruction Alignment Mohamed El Banani Jason J. Corso David Fouhey 109 14 0 05 Jun 2020
Self-Supervised Viewpoint Learning From Image Collections Siva Karthik Mustikovela Varun Jampani Shalini De Mello Sifei Liu Umar Iqbal Carsten Rother Jan Kautz SSL 91 39 0 03 Apr 2020
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 171 1,282 0 04 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 167 18,193 0 28 May 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,707 0 16 Jan 2019
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 80 1,294 0 17 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 253 2,908 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 153 1,638 0 06 Dec 2018
DeepVoxels: Learning Persistent 3D Feature Embeddings Vincent Sitzmann Justus Thies Felix Heide Matthias Nießner Gordon Wetzstein Michael Zollhöfer SSL 3DPC MDE 146 669 0 03 Dec 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 79 244 0 22 Oct 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 76 606 0 20 Mar 2018
Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 55 205 0 11 Jan 2018
SSD-6D: Making RGB-based 3D detection and 6D pose estimation great again Wadim Kehl Fabian Manhardt Federico Tombari Slobodan Ilic Nassir Navab 112 925 0 27 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 80 1,046 0 20 Nov 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 97 560 0 20 Apr 2017
BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth Mahdi Rad Vincent Lepetit 69 785 0 31 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 369 27,253 0 20 Mar 2017
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision Xinchen Yan Jimei Yang Ersin Yumer Yijie Guo Honglak Lee 3DV 104 590 0 01 Dec 2016
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Chris Choy Danfei Xu JunYoung Gwak Kevin Chen Silvio Savarese 3DV 92 1,720 0 02 Apr 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 262 10,267 0 27 Mar 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 174 5,538 0 09 Dec 2015
Viewpoints and Keypoints Shubham Tulsiani Jitendra Malik 79 398 0 22 Nov 2014