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Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision

1 December 2016

Papers citing "Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision"

50 / 327 papers shown

Title
Localization and Mapping using Instance-specific Mesh ModelsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Qiaojun Feng Yue Meng Mo Shan Nikolay Atanasov 150 9 0 08 Mar 2021
Shelf-Supervised Mesh Prediction in the WildComputer Vision and Pattern Recognition (CVPR), 2021 Yufei Ye Shubham Tulsiani Abhinav Gupta 286 79 0 11 Feb 2021
3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields Yael Sde-Chen Y. Schechner Vadim Holodovsky Eshkol Eytan 102 0 0 10 Dec 2020
Canonical Capsules: Self-Supervised Capsules in Canonical Pose Weiwei Sun Andrea Tagliasacchi Boyang Deng S. Sabour S. Yazdani Geoffrey E. Hinton K. M. Yi 3DPC 288 44 0 08 Dec 2020
Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path TracingInternational Conference on 3D Vision (3DV), 2020 Purvi Goel L. Cohen James Guesman Vikas Thamizharasan James Tompkin Daniel E. Ritchie 187 15 0 06 Dec 2020
Online Adaptation for Consistent Mesh Reconstruction in the WildNeural Information Processing Systems (NeurIPS), 2020 Xueting Li Sifei Liu Shalini De Mello Kihwan Kim Xinyu Wang Ming-Hsuan Yang Jan Kautz 3DH 269 60 0 06 Dec 2020
Learning Equivariant Representations Carlos Esteves BDL 138 0 0 04 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few ImagesComputer Vision and Pattern Recognition (CVPR), 2020 Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 656 2,005 0 03 Dec 2020
D-NeRF: Neural Radiance Fields for Dynamic ScenesComputer Vision and Pattern Recognition (CVPR), 2020 Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 377 1,731 0 27 Nov 2020
PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop LayersComputer Vision and Pattern Recognition (CVPR), 2020 Frank Yu Mathieu Salzmann Pascal Fua Helge Rhodin 3DV 144 19 0 27 Nov 2020
Neural Scene Graphs for Dynamic ScenesComputer Vision and Pattern Recognition (CVPR), 2020 Julian Ost Fahim Mannan Nils Thuerey Julian Knodt Felix Heide GNN OCL AI4CE 359 356 0 20 Nov 2020
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple ViewsInternational Conference on 3D Vision (3DV), 2020 Riccardo Spezialetti D. Tan A. Tonioni Keisuke Tateno Federico Tombari 156 6 0 17 Nov 2020
I-nteract 2.0: A Cyber-Physical System to Design 3D Models using Mixed Reality Technologies and Deep Learning for Additive Manufacturing Ammar Malik H. Lhachemi Robert Shorten 79 0 0 21 Oct 2020
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static ImagesNeural Information Processing Systems (NeurIPS), 2020 Chen-Hsuan Lin Chaoyang Wang Simon Lucey 282 117 0 20 Oct 2020
GAMesh: Guided and Augmented Meshing for Deep Point NetworksInternational Conference on 3D Vision (3DV), 2020 Nitin Agarwal M. Gopi 3DPC 3DGS 296 4 0 19 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 155 1 0 19 Oct 2020
MeshMVS: Multi-View Stereo Guided Mesh ReconstructionInternational Conference on 3D Vision (3DV), 2020 Rakesh Shrestha Zhiwen Fan Qingkun Su Zuozhuo Dai Siyu Zhu P. Tan 3DV 202 11 0 17 Oct 2020
GRF: Learning a General Radiance Field for 3D Representation and RenderingIEEE International Conference on Computer Vision (ICCV), 2020 Alex Trevithick Bo Yang 3DV 3DH 341 248 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 352 12 0 08 Oct 2020
Learning Monocular 3D Vehicle Detection without 3D Bounding Box Labels Lukas Koestler Nan Yang Rui Wang Zorah Lähner 3DPC 92 9 0 07 Oct 2020
Amodal 3D Reconstruction for Robotic Manipulation via Stability and ConnectivityConference on Robot Learning (CoRL), 2020 William Agnew Christopher Xie Aaron Walsman Octavian Murad Caelen Wang Pedro M. Domingos S. Srinivasa 151 24 0 28 Sep 2020
Weakly-supervised 3D Shape Completion in the Wild Jiayuan Gu Wei-Chiu Ma S. Manivasagam Wenyuan Zeng Zihao Wang Yuwen Xiong Hao Su R. Urtasun 3DPC 129 58 0 20 Aug 2020
Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images Jiahui Lei Srinath Sridhar Paul Guerrero Minhyuk Sung Niloy Mitra Leonidas Guibas 3DV 143 31 0 18 Aug 2020
Neutral Face Game Character Auto-Creation via PokerFace-GAN Tianyang Shi Zhengxia Zou Xinhui Song Zheng Song Changjian Gu Changjie Fan U. Michigan 3DH CVBM 215 18 0 17 Aug 2020
Attention-based 3D Object Reconstruction from a Single ImageIEEE International Joint Conference on Neural Network (IJCNN), 2020 A. Salvi Nathan Gavenski E. Pooch Felipe Tasoniero Rodrigo C. Barros 3DV 131 11 0 11 Aug 2020
HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures Yichao Zhou Jingwei Huang Xili Dai Shichen Liu Linjie Luo Zhili Chen Yi-An Ma 3DPC 204 44 0 07 Aug 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision Nicolai Häni Selim Engin Jun-Jee Chao Volkan Isler 3DV 214 0 0 30 Jul 2020
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionEuropean Conference on Computer Vision (ECCV), 2020 Lei Ke Shichao Li Yanan Sun Yu-Wing Tai Chi-Keung Tang 3DPC 111 53 0 26 Jul 2020
Unsupervised Discovery of 3D Physical Objects from VideoInternational Conference on Learning Representations (ICLR), 2020 Yilun Du Kevin A. Smith Tomer Ulman J. Tenenbaum Jiajun Wu OCL 345 40 0 24 Jul 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 594 1,404 0 22 Jul 2020
Shape and Viewpoint without Keypoints Shubham Goel Angjoo Kanazawa Jitendra Malik 3DV 261 117 0 21 Jul 2020
Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations Sungheon Park Minsik Lee Nojun Kwak 114 19 0 21 Jul 2020
Implicit Mesh Reconstruction from Unannotated Image Collections Shubham Tulsiani Nilesh Kulkarni Abhinav Gupta 3DH 3DV 144 64 0 16 Jul 2020
Multiview Detection with Feature Perspective TransformationEuropean Conference on Computer Vision (ECCV), 2020 Yunzhong Hou Liang Zheng Stephen Gould 189 116 0 14 Jul 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette ImagesInternational Conference on Machine Learning (ICML), 2020 Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 160 60 0 12 Jul 2020
3D Probabilistic Segmentation and Volumetry from 2D projection images Athanasios Vlontzos Samuel Budd Benjamin Hou Daniel Rueckert Bernhard Kainz 83 1 0 23 Jun 2020
Differentiable Rendering: A Survey Hiroharu Kato D. Beker Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DH 3DV 236 197 0 22 Jun 2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction Yichao Zhou Shichen Liu Yi-An Ma 3DV 89 7 0 17 Jun 2020
Convolutional Generation of Textured 3D MeshesNeural Information Processing Systems (NeurIPS), 2020 Dario Pavllo Graham Spinks Thomas Hofmann Marie-Francine Moens Aurelien Lucchi 185 64 0 13 Jun 2020
Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation Xiaobin Wei Jianjiang Feng Jie Zhou MDE 101 2 0 08 Jun 2020
Novel Object Viewpoint Estimation through Reconstruction Alignment Mohamed El Banani Jason J. Corso David Fouhey 196 15 0 05 Jun 2020
Learning Neural Light Transport Paul Sanzenbacher L. Mescheder Andreas Geiger 109 7 0 05 Jun 2020
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds Kibok Lee Zhuoyuan Chen Xinchen Yan R. Urtasun Ersin Yumer 3DPC 140 37 0 24 May 2020
A Simple and Scalable Shape Representation for 3D Reconstruction Mateusz Michalkiewicz Eugene Belilovsky Mahsa Baktash Anders P. Eriksson 3DV 100 10 0 10 May 2020
AIBench Scenario: Scenario-distilling AI BenchmarkingInternational Conference on Parallel Architectures and Compilation Techniques (PACT), 2020 Wanling Gao Fei Tang Jianfeng Zhan Xu Wen Lei Wang Zheng Cao Chuanxin Lan Chunjie Luo Xiaoli Liu Zihan Jiang 202 14 0 06 May 2020
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksComputer Vision and Pattern Recognition (CVPR), 2020 K. L. Navaneet Ansu Mathew Shashank Kashyap Wei-Chih Hung Varun Jampani R. Venkatesh Babu 3DPC 102 41 0 05 May 2020
Lagrangian Neural Style Transfer for FluidsACM Transactions on Graphics (TOG), 2020 Byungsoo Kim Vinicius Azevedo Markus Gross B. Solenthaler 199 45 0 02 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future DirectionsACM Computing Surveys (ACM CSUR), 2020 Divya Saxena Jiannong Cao AAML AI4CE 524 368 0 30 Apr 2020
AIBench Training: Balanced Industry-Standard AI Training Benchmarking Fei Tang Wanling Gao Jianfeng Zhan Chuanxin Lan Xu Wen ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 147 3 0 30 Apr 2020
TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell Hayato Onizuka Zehra Hayirci D. Thomas Akihiro Sugimoto Hideaki Uchiyama R. Taniguchi 3DH 149 38 0 22 Apr 2020