A survey on Deep Learning Advances on Different 3D Data Representations

4 August 2018

Eman Ahmed

Alexandre Saint

Abd El Rahman Shabayek

Papers citing "A survey on Deep Learning Advances on Different 3D Data Representations"

22 / 22 papers shown

Title
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 77 260 0 05 Jun 2018
3D Object Classification via Spherical Projections Zhangjie Cao Qi-Xing Huang K. Ramani 3DPC 47 67 0 12 Dec 2017
Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks Weiyue Wang Qiangui Huang Suya You Chao Yang Ulrich Neumann GAN 3DPC 73 167 0 17 Nov 2017
High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference Xiaoguang Han Zerui Li Haibin Huang E. Kalogerakis Yizhou Yu 3DV 3DPC 55 282 0 22 Sep 2017
Revised Note on Learning Algorithms for Quadratic Assignment with Graph Neural Networks Alex W. Nowak Soledad Villar Afonso S. Bandeira Joan Bruna 137 115 0 22 Jun 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 212 4,001 0 14 Feb 2017
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 328 439 0 01 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 455 1,405 0 01 Dec 2016
Semantic Scene Completion from a Single Depth Image Shuran Song Feng Yu Andy Zeng Angel X. Chang Manolis Savva Thomas Funkhouser 3DV 62 1,235 0 28 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 524 3,264 0 24 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 252 1,949 0 24 Oct 2016
FusionNet: 3D Object Classification Using Multiple Data Representations Vishakh Hegde R. Zadeh 3DPC 34 207 0 19 Jul 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 154 1,139 0 25 May 2016
RGBD Datasets: Past, Present and Future Michael Firman 41 150 0 04 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 151 2,344 0 30 Mar 2016
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images Shuran Song Jianxiong Xiao 3DPC 73 679 0 07 Nov 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 149 3,337 0 30 Sep 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 272 13,079 0 12 Mar 2015
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 125 4,856 0 21 Dec 2013
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition Yulan Guo Ferdous Sohel Bennamoun Min Lu Jianwei Wan 39 629 0 11 Apr 2013
Indoor Semantic Segmentation using depth information Camille Couprie C. Farabet Laurent Najman Yann LeCun SSeg MDE 135 477 0 16 Jan 2013
Coupled quasi-harmonic bases Artiom Kovnatsky M. Bronstein A. Bronstein K. Glashoff Ron Kimmel 72 200 0 28 Sep 2012