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Unsupervised Learning of 3D Structure from Images

3 July 2016

Danilo Jimenez Rezende

Papers citing "Unsupervised Learning of 3D Structure from Images"

50 / 225 papers shown

Title
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction I. Laradji P. Rodríguez David Vazquez Derek Nowrouzezahrai 3DV 60 3 0 21 Aug 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 153 9 0 08 Aug 2021
3D Neural Scene Representations for Visuomotor Control Yunzhu Li Shuang Li Vincent Sitzmann Pulkit Agrawal Antonio Torralba 127 142 0 08 Jul 2021
DeepMesh: Differentiable Iso-Surface Extraction Benoît Guillard Edoardo Remelli Artem Lukoianov Stephan R. Richter Timur M. Bagautdinov Pierre Baqué Pascal Fua AI4CE 97 21 0 20 Jun 2021
Single View Physical Distance Estimation using Human Pose Xiaohan Fei Henry Wang Xiangyu Zeng L. Cheong Meng Wang Joseph Tighe 67 9 0 18 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction Mateusz Michalkiewicz Stavros Tsogkas Sarah Parisot Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 3DPC 59 2 0 11 Jun 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 187 295 0 04 Jun 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel Perspective Lei Chu Hao Pan Wenping Wang 3DPC 103 11 0 19 Apr 2021
gradSim: Differentiable simulation for system identification and visuomotor control Krishna Murthy Jatavallabhula Miles Macklin Florian Golemo Vikram S. Voleti Petrini ... Erleben Liam Paull Florian Shkurti Derek Nowrouzezahrai Sanja Fidler 61 104 0 06 Apr 2021
Qualitative Planning in Imperfect Information Games with Active Sensing and Reactive Sensor Attacks: Cost of Unawareness A. Kulkarni Shuo Han Nandi O. Leslie Charles A. Kamhoua Jie Fu 57 2 0 01 Apr 2021
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields Michael Niemeyer Andreas Geiger VGen 3DH 97 66 0 31 Mar 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild Philipp Henzler Jeremy Reizenstein Patrick Labatut Roman Shapovalov Tobias Ritschel Andrea Vedaldi David Novotny 3DPC 3DV 80 76 0 30 Mar 2021
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation Abol Basher M. Sarmad Jani Boutellier 3DV 101 13 0 26 Mar 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou Angelos Katharopoulos Andreas Geiger Sanja Fidler 3DPC 3DV 3DH 68 115 0 18 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 161 97 0 12 Mar 2021
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering Nikola Zubić Pietro Lio 3DV 96 17 0 05 Mar 2021
DeepSurfels: Learning Online Appearance Fusion Marko Mihajlovic Silvan Weder Marc Pollefeys Martin R. Oswald 84 18 0 28 Dec 2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild Xueting Li Sifei Liu Shalini De Mello Kihwan Kim Xinyu Wang Ming-Hsuan Yang Jan Kautz 3DH 159 57 0 06 Dec 2020
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Guohao Li 3DV 3DPC 150 207 0 26 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 216 966 0 24 Nov 2020
Robustified Domain Adaptation Jiajin Zhang Hanqing Chao Pingkun Yan 36 4 0 18 Nov 2020
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views Riccardo Spezialetti D. Tan A. Tonioni Keisuke Tateno Federico Tombari 77 6 0 17 Nov 2020
Cycle-Consistent Generative Rendering for 2D-3D Modality Translation Tristan Aumentado-Armstrong Alex Levinshtein Stavros Tsogkas Konstantinos G. Derpanis Allan D. Jepson 57 7 0 16 Nov 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 111 332 0 26 Oct 2020
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease Yuang Shi C. Zu Mei Hong Luping Zhou Lei Wang Xi Wu Jiliu Zhou Daoqiang Zhang Yan Wang 39 62 0 16 Oct 2020
GRF: Learning a General Radiance Field for 3D Representation and Rendering Alex Trevithick Bo Yang 3DV 3DH 135 232 0 09 Oct 2020
Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors Cathrin Elich Martin R. Oswald Marc Pollefeys Joerg Stueckler OCL 3DPC 3DV 196 12 0 08 Oct 2020
Improving Fair Predictions Using Variational Inference In Causal Models Rik Helwegen Christos Louizos Patrick Forré FaML 61 6 0 25 Aug 2020
Attention-based 3D Object Reconstruction from a Single Image A. Salvi Nathan Gavenski E. Pooch Felipe Tasoniero Rodrigo C. Barros 3DV 61 8 0 11 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 111 121 0 01 Aug 2020
Unsupervised Discovery of 3D Physical Objects from Video Yilun Du Kevin A. Smith Tomer Ulman J. Tenenbaum Jiajun Wu OCL 219 38 0 24 Jul 2020
Implicit Mesh Reconstruction from Unannotated Image Collections Shubham Tulsiani Nilesh Kulkarni Abhinav Gupta 3DH 3DV 90 61 0 16 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 259 878 0 05 Jul 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 94 175 0 22 Jun 2020
Convolutional Generation of Textured 3D Meshes Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 94 62 0 13 Jun 2020
Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation Xiaobin Wei Jianjiang Feng Jie Zhou MDE 38 2 0 08 Jun 2020
MeshSDF: Differentiable Iso-Surface Extraction Edoardo Remelli Artem Lukoianov Stephan R. Richter Benoît Guillard Timur M. Bagautdinov Pierre Baqué Pascal Fua 120 153 0 06 Jun 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 192 308 0 30 Apr 2020
Reconstruct, Rasterize and Backprop: Dense shape and pose estimation from a single image Aniket Pokale Aditya Aggarwal K. M. Krishna 3DH 3DV 36 1 0 25 Apr 2020
Leveraging 2D Data to Learn Textured 3D Mesh Generation Paul Henderson Vagia Tsiminaki Christoph H. Lampert 3DH 102 105 0 08 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 167 473 0 08 Apr 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 96 108 0 02 Apr 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 78 14 0 28 Mar 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 82 11 0 23 Mar 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations Berk Kaya Radu Timofte 69 7 0 22 Mar 2020
Active Perception and Representation for Robotic Manipulation Youssef Y. Zaky Gaurav Paruthi B. Tripp James Bergstra 86 16 0 15 Mar 2020
Implicitly Defined Layers in Neural Networks Qianggong Zhang Yanyang Gu Mateusz Michalkiewicz Mahsa Baktash Anders P. Eriksson AI4CE 67 12 0 03 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 226 502 0 03 Mar 2020
Learning Depth With Very Sparse Supervision Antonio Loquercio Alexey Dosovitskiy Davide Scaramuzza 3DV MDE 47 0 0 02 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 101 54 0 28 Feb 2020