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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
Few-Shot Single-View 3-D Object Reconstruction with Compositional PriorsEuropean Conference on Computer Vision (ECCV), 2020 Mateusz Michalkiewicz Sarah Parisot Stavros Tsogkas Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 129 28 0 14 Apr 2020
Leveraging 2D Data to Learn Textured 3D Mesh GenerationComputer Vision and Pattern Recognition (CVPR), 2020 Paul Henderson Vagia Tsiminaki Christoph H. Lampert 3DH 152 112 0 08 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 110 60 0 07 Apr 2020
Learning Pose-invariant 3D Object Reconstruction from Single-view ImagesNeurocomputing (Neurocomputing), 2020 Bo Peng Wei Wang Jing Dong Tieniu Tan 3DV 197 12 0 03 Apr 2020
Articulation-aware Canonical Surface MappingComputer Vision and Pattern Recognition (CVPR), 2020 Nilesh Kulkarni Abhinav Gupta David Fouhey Shubham Tulsiani 328 105 0 01 Apr 2020
Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Cong Gao Xingtong Liu Wenhao Gu Benjamin Killeen Mehran Armand Russell H. Taylor Mathias Unberath ViT MedIm 140 54 0 24 Mar 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based RepresentationInternational Journal of Computer Vision (IJCV), 2020 Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 128 11 0 23 Mar 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled RepresentationsInternational Conference on 3D Vision (3DV), 2020 Berk Kaya Radu Timofte 132 8 0 22 Mar 2020
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree ConditionsEuropean Conference on Computer Vision (ECCV), 2020 Kaichun Mo He Wang Xinchen Yan Leonidas Guibas 3DPC 226 40 0 19 Mar 2020
Active Perception and Representation for Robotic Manipulation Youssef Y. Zaky Gaurav Paruthi B. Tripp James Bergstra 149 19 0 15 Mar 2020
Self-supervised Single-view 3D Reconstruction via Semantic ConsistencyEuropean Conference on Computer Vision (ECCV), 2020 Xueting Li Sifei Liu Kihwan Kim Shalini De Mello Varun Jampani Ming-Hsuan Yang Jan Kautz 3DV 145 181 0 13 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D CoordinatesEuropean Conference on Computer Vision (ECCV), 2020 Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 375 33 0 12 Mar 2020
Implicit Geometric Regularization for Learning ShapesInternational Conference on Machine Learning (ICML), 2020 Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 351 956 0 24 Feb 2020
AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite Wanling Gao Fei Tang Jianfeng Zhan Chuanxin Lan Chunjie Luo ... Gang Lu Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 145 1 0 17 Feb 2020
On Demand Solid Texture Synthesis Using Deep 3D Networks Jorge Gutierrez Julien Rabin B. Galerne Thomas Hurtut 3DV 3DH 81 29 0 13 Jan 2020
Front2Back: Single View 3D Shape Reconstruction via Front to Back PredictionComputer Vision and Pattern Recognition (CVPR), 2019 Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 185 48 0 23 Dec 2019
Learning to Generate Dense Point Clouds with Textures on Multiple CategoriesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 T. Hu Geng Lin Zhizhong Han Matthias Zwicker 3DPC 3DV 128 13 0 22 Dec 2019
SynSin: End-to-end View Synthesis from a Single ImageComputer Vision and Pattern Recognition (CVPR), 2019 Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 314 518 0 18 Dec 2019
PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective PointsNeural Information Processing Systems (NeurIPS), 2019 Siyuan Huang Yixin Chen Tao Yuan Siyuan Qi Yixin Zhu Song-Chun Zhu 3DPC 155 32 0 16 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D SupervisionComputer Vision and Pattern Recognition (CVPR), 2019 Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 366 1,061 0 16 Dec 2019
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape OptimizationComputer Vision and Pattern Recognition (CVPR), 2019 Yue Jiang Dantong Ji Zhizhong Han Matthias Zwicker 246 251 0 15 Dec 2019
3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture Kohei Yamashita S. Nobuhara Ko Nishino 3DGS 3DV 113 1 0 10 Dec 2019
Geometric Capsule Autoencoders for 3D Point Clouds Nitish Srivastava Hanlin Goh Ruslan Salakhutdinov 3DPC 153 22 0 06 Dec 2019
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the WildComputer Vision and Pattern Recognition (CVPR), 2019 Shangzhe Wu Christian Rupprecht Andrea Vedaldi OCL 312 325 0 25 Nov 2019
StructEdit: Learning Structural Shape VariationsComputer Vision and Pattern Recognition (CVPR), 2019 Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 138 47 0 25 Nov 2019
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape ReconstructionEuropean Conference on Computer Vision (ECCV), 2019 Jiongchao Jin A. Patil Z. Xiong Hao Zhang 234 12 0 20 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 111 7 0 20 Nov 2019
GraphX-Convolution for Point Cloud Deformation in 2D-to-3D ConversionIEEE International Conference on Computer Vision (ICCV), 2019 Anh-Duc Nguyen Seonghwan Choi Woojae Kim Sanghoon Lee 3DPC 133 37 0 15 Nov 2019
Learning to Infer Implicit Surfaces without 3D SupervisionNeural Information Processing Systems (NeurIPS), 2019 Shichen Liu Forrest Iandola Weikai Chen Hao Li 3DV 198 211 0 02 Nov 2019
Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images Talip Uçar 98 0 0 31 Oct 2019
Geometry-Aware Neural RenderingNeural Information Processing Systems (NeurIPS), 2019 Joshua Tobin OpenAI Pieter Abbeel 3DV 117 24 0 28 Oct 2019
Self-supervised 3D Shape and Viewpoint Estimation from Single Images for RoboticsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019 Oier Mees Maxim Tatarchenko Thomas Brox Wolfram Burgard 105 25 0 17 Oct 2019
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image SynthesisInternational Conference on Learning Representations (ICLR), 2019 Atsuhiro Noguchi Tatsuya Harada GAN 140 30 0 27 Sep 2019
Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh EmbeddingIEEE Robotics and Automation Letters (RA-L), 2019 Qingyang Tan Zherong Pan Lin Gao Tianyi Zhou AI4CE 210 25 0 26 Sep 2019
3D Ken Burns Effect from a Single ImageACM Transactions on Graphics (TOG), 2019 Simon Niklaus Long Mai Jimei Yang Feng Liu VGen 451 224 0 12 Sep 2019
Reconstructing continuous distributions of 3D protein structure from cryo-EM imagesInternational Conference on Learning Representations (ICLR), 2019 Ellen D. Zhong Tristan Bepler Joseph H. Davis Bonnie Berger 3DV 227 124 0 11 Sep 2019
Few-Shot Generalization for Single-Image 3D Reconstruction via PriorsIEEE International Conference on Computer Vision (ICCV), 2019 Bram Wallace B. Hariharan 3DV 128 43 0 03 Sep 2019
Deep Mesh Reconstruction from Single RGB Images via Topology Modification NetworksIEEE International Conference on Computer Vision (ICCV), 2019 J. Pan Xiaoguang Han Weikai Chen Jiapeng Tang Kui Jia 223 209 0 01 Sep 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single ImageBritish Machine Vision Conference (BMVC), 2019 Roman Klokov Jakob Verbeek Edmond Boyer 3DV 93 13 0 20 Aug 2019
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction Eduard Ramon Guillermo Ruiz Thomas Batard Xavier Giró-i-Nieto 3DV 83 1 0 16 Aug 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite Wanling Gao Fei Tang Lei Wang Jianfeng Zhan Chunxin Lan ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 127 48 0 13 Aug 2019
StructureNet: Hierarchical Graph Networks for 3D Shape GenerationACM Transactions on Graphics (TOG), 2019 Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 269 138 0 01 Aug 2019
Silhouette Guided Point Cloud Reconstruction beyond OcclusionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Chuhang Zou Derek Hoiem 3DPC 3DH 3DV 72 11 0 29 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object RepresentationsInternational Conference on Learning Representations (ICLR), 2019 E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 141 22 0 24 Jul 2019
Canonical Surface Mapping via Geometric Cycle ConsistencyIEEE International Conference on Computer Vision (ICCV), 2019 Nilesh Kulkarni Abhinav Gupta Shubham Tulsiani 178 104 0 23 Jul 2019
Deep-SLAM++: Object-level RGBD SLAM based on class-specific deep shape priors Lan Hu Wanting Xu Kun Huang L. Kneip 130 15 0 23 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 140 9 0 08 Jul 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 148 19 0 28 Jun 2019
Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks Xinchen Yan Mohi Khansari Jasmine Hsu Yuanzheng Gong Yunfei Bai Soren Pirk Honglak Lee 3DPC 186 33 0 21 Jun 2019
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette ConsistencyJournal of Visual Communication and Image Representation (JVCIR), 2019 Zaiqiang Wu Wei Jiang 125 5 0 19 Jun 2019