Unsupervised Learning of 3D Object Categories from Videos in the Wild

30 March 2021

Andrea Vedaldi

Papers citing "Unsupervised Learning of 3D Object Categories from Videos in the Wild"

26 / 26 papers shown

Title
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors Soumava Paul Prakhar Kaushik Alan L. Yuille 3DGS DiffM 173 0 0 24 Nov 2024
Category-level Neural Field for Reconstruction of Partially Observed Objects in Indoor Environment Taekbeom Lee Youngseok Jang H. Jin Kim 3DV 35 0 0 12 Jun 2024
Rasterized Edge Gradients: Handling Discontinuities Differentiably Stanislav Pidhorskyi Tomas Simon Gabriel Schwartz He Wen Yaser Sheikh Jason M. Saragih 3DH 30 4 0 03 May 2024
VaLID: Variable-Length Input Diffusion for Novel View Synthesis Shijie Li F. G. Zanjani H. Yahia Yuki M. Asano Juergen Gall A. Habibian DiffM 13 5 0 14 Dec 2023
HoloFusion: Towards Photo-realistic 3D Generative Modeling Animesh Karnewar Niloy J. Mitra Andrea Vedaldi David Novotny DiffM 35 31 0 28 Aug 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 43 88 0 20 Jun 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He-Nan Wang Jianxin Sun M. Wang Richang Hong 37 18 0 16 May 2023
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis Liangchen Song Zhong Li Xuan Gong Lele Chen Z. Chen Yinghao Xu Junsong Yuan 62 6 0 15 Mar 2023
SparsePose: Sparse-View Camera Pose Regression and Refinement Samarth Sinha Jason Y. Zhang Andrea Tagliasacchi Igor Gilitschenski David B. Lindell 21 42 0 29 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 13 16 0 07 Nov 2022
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object Reconstruction Zhenpei Yang Zhile Ren Miguel Angel Bautista Zaiwei Zhang Qi Shan Qi-Xing Huang 3DH 23 24 0 16 May 2022
RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis Jonathan Tremblay Moustafa Meshry Alex Evans Jan Kautz A. Keller ... Charles T. Loop N. Morrical Koki Nagano Towaki Takikawa Stan Birchfield 40 31 0 14 May 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 27 16 0 21 Apr 2022
AutoRF: Learning 3D Object Radiance Fields from Single View Observations Norman Muller Andrea Simonelli Lorenzo Porzi Samuel Rota Buló Matthias Nießner Peter Kontschieder 33 68 0 07 Apr 2022
ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers Jonávs Kulhánek Erik Derner Torsten Sattler Robert Babuvska ViT 28 73 0 18 Mar 2022
Surface-Aligned Neural Radiance Fields for Controllable 3D Human Synthesis Tianhan Xu Yasuhiro Fujita Eiichi Matsumoto 3DH 17 50 0 05 Jan 2022
Deep Visual Constraints: Neural Implicit Models for Manipulation Planning from Visual Input Jung-Su Ha Danny Driess Marc Toussaint 21 12 0 09 Dec 2021
Recognizing Scenes from Novel Viewpoints Shengyi Qian Alexander Kirillov Nikhila Ravi Devendra Singh Chaplot Justin Johnson David Fouhey Georgia Gkioxari 34 9 0 02 Dec 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 46 613 0 22 Nov 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 46 449 0 01 Sep 2021
DOVE: Learning Deformable 3D Objects by Watching Videos Shangzhe Wu Tomas Jakab Christian Rupprecht Andrea Vedaldi 3DH 28 60 0 22 Jul 2021
FiG-NeRF: Figure-Ground Neural Radiance Fields for 3D Object Category Modelling Christopher Xie Keunhong Park Ricardo Martín Brualla Matthew A. Brown 31 54 0 17 Apr 2021
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang Wenzheng Chen Huan Ling Jun Gao Yinan Zhang Antonio Torralba Sanja Fidler DRL 98 138 0 18 Oct 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 191 1,242 0 22 Jul 2020
Shape and Viewpoint without Keypoints Shubham Goel Angjoo Kanazawa Jitendra Malik 3DV 89 108 0 21 Jul 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,348 0 12 Dec 2018