3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

2 April 2016

Silvio Savarese

Papers citing "3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction"

50 / 621 papers shown

Title
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 109 332 0 26 Oct 2020
Learning Occupancy Function from Point Clouds for Surface Reconstruction Menglin Jia M. Kyan 3DPC 73 18 0 22 Oct 2020
Neural Star Domain as Primitive Representation Yuki Kawana Yusuke Mukuta Tatsuya Harada 3DV 75 25 0 21 Oct 2020
Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 89 33 0 21 Oct 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 211 4 0 19 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 79 1 0 19 Oct 2020
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 273 139 0 18 Oct 2020
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization Biao Zhang Peter Wonka 3DPC 60 4 0 16 Oct 2020
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment Y. Nie Yiqun Lin Xiaoguang Han Shihui Guo Jian Chang Shuguang Cui Jianjun Zhang 3DPC 80 45 0 14 Oct 2020
Better Patch Stitching for Parametric Surface Reconstruction Zhantao Deng Jan Bednarík Mathieu Salzmann Pascal Fua 3DV 120 26 0 14 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
3D-FUTURE: 3D Furniture shape with TextURE Huan Fu Rongfei Jia Lin Gao Biwei Huang Binqiang Zhao Stephen J. Maybank Dacheng Tao 3DV 110 262 0 21 Sep 2020
Unsupervised Partial Point Set Registration via Joint Shape Completion and Registration Xiang Li Lingjing Wang Yi Fang 3DPC 56 7 0 11 Sep 2020
ClipFlip : Multi-view Clipart Design I-Chao Shen Kuan-Hung Liu Liwei Su Yu-Ting Wu Bing-Yu Chen 60 4 0 29 Aug 2020
DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging Jiawen Yao Yu Shi Le Lu Jing Xiao Ling Zhang MedIm 41 19 0 26 Aug 2020
Interactive Annotation of 3D Object Geometry using 2D Scribbles Tianchang Shen Jun Gao Amlan Kar Sanja Fidler 3DV 106 16 0 24 Aug 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 81 52 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 87 30 0 18 Aug 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations Davis Rempe Tolga Birdal Yongheng Zhao Zan Gojcic Srinath Sridhar Leonidas Guibas 3DPC 137 72 0 06 Aug 2020
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations E. Tretschk A. Tewari Vladislav Golyanik Michael Zollhöfer Carsten Stoll Christian Theobalt 3DPC 3DH 3DV 97 108 0 04 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 85 52 0 03 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
KAPLAN: A 3D Point Descriptor for Shape Completion Audrey Richard Ian Cherabier Martin R. Oswald Marc Pollefeys Konrad Schindler 3DPC 83 9 0 31 Jul 2020
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild Jason Y. Zhang Sam Pepose Hanbyul Joo Deva Ramanan Jitendra Malik Angjoo Kanazawa 153 148 0 30 Jul 2020
Foveation for Segmentation of Ultra-High Resolution Images Chen Jin Ryutaro Tanno Moucheng Xu T. Mertzanidou Daniel C. Alexander AI4TS 64 4 0 29 Jul 2020
Machine learning for metal additive manufacturing: Predicting temperature and melt pool fluid dynamics using physics-informed neural networks Qiming Zhu Zeliang Liu Jinhui Yan PINN AI4CE 93 307 0 28 Jul 2020
Associative3D: Volumetric Reconstruction from Sparse Views Shengyi Qian Linyi Jin David Fouhey 117 20 0 27 Jul 2020
Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry Yifan Xu Tianqi Fan Yi Yuan Gurprit Singh 3DPC 3DV 105 36 0 27 Jul 2020
Deep Photometric Stereo for Non-Lambertian Surfaces Guanying Chen Kai Han Boxin Shi Y. Matsushita Kwan-Yee K. Wong 100 75 0 26 Jul 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DPC 92 70 0 26 Jul 2020
Shape and Viewpoint without Keypoints Shubham Goel Angjoo Kanazawa Jitendra Malik 3DV 173 110 0 21 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 117 78 0 21 Jul 2020
Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations Sungheon Park Minsik Lee Nojun Kwak 54 17 0 21 Jul 2020
Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning Iksung Kang A. Goy George Barbastathis AI4CE 45 19 0 21 Jul 2020
Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling Omid Poursaeed Matthew Fisher Noam Aigerman Vladimir G. Kim 3DV 123 28 0 20 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 100 107 0 20 Jul 2020
Implicit Mesh Reconstruction from Unannotated Image Collections Shubham Tulsiani Nilesh Kulkarni Abhinav Gupta 3DH 3DV 90 61 0 16 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 186 927 0 16 Jul 2020
AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation Xiaofeng Liu Tong Che Yiqun Lu Chao Yang Site Li J. You 3DV 114 21 0 13 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 64 72 0 10 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 98 72 0 07 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
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion Yujin Chen Zhigang Tu Di Kang Ruizhi Chen Linchao Bao Zhengyou Zhang Junsong Yuan 3DH 112 63 0 28 Jun 2020
On the generalization of learning-based 3D reconstruction Miguel Angel Bautista Walter A. Talbott Shuangfei Zhai Nitish Srivastava J. Susskind 3DV 98 29 0 27 Jun 2020
DeepTracking-Net: 3D Tracking with Unsupervised Learning of Continuous Flow Shuaihang Yuan Xiang Li Yi Fang 3DPC 40 1 0 24 Jun 2020
Generative Sparse Detection Networks for 3D Single-shot Object Detection JunYoung Gwak Chris Choy Silvio Savarese 3DPC 82 103 0 22 Jun 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie Huanjin Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 101 187 0 22 Jun 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
TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations Jiahao Pang Duanshun Li Dong Tian 3DPC 130 40 0 17 Jun 2020