| Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation | May 8, 2019 | 3D Shape RepresentationInductive Bias | CodeCode Available | 0 |
| 3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation | May 1, 2019 | 3D Shape RepresentationImage Generation | —Unverified | 0 |
| 3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders | Apr 16, 2019 | 3D Shape RepresentationDecoder | —Unverified | 0 |
| Deep Level Sets: Implicit Surface Representations for 3D Shape Inference | Jan 21, 2019 | 3D Reconstruction3D Shape Representation | —Unverified | 0 |
| DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation | Jan 16, 2019 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| 3D Point Capsule Networks | Dec 27, 2018 | 3D Feature Matching3D Geometry Perception | CodeCode Available | 0 |
| Occupancy Networks: Learning 3D Reconstruction in Function Space | Dec 10, 2018 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| Learning Implicit Fields for Generative Shape Modeling | Dec 6, 2018 | 3D Reconstruction3D Shape Representation | CodeCode Available | 0 |
| MeshNet: Mesh Neural Network for 3D Shape Representation | Nov 28, 2018 | 3D Shape Classification3D Shape Representation | CodeCode Available | 0 |
| Y^2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences | Nov 7, 2018 | 3D Shape RepresentationCross-Modal Retrieval | —Unverified | 0 |
| PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition | Aug 23, 2018 | 3D Object Recognition3D Shape Classification | CodeCode Available | 0 |
| Learning Discriminative 3D Shape Representations by View Discerning Networks | Aug 11, 2018 | 3D Shape Recognition3D Shape Representation | CodeCode Available | 0 |
| GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition | Jun 1, 2018 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
| A generalized parametric 3D shape representation for articulated pose estimation | Mar 5, 2018 | 3D Shape RepresentationPose Estimation | —Unverified | 0 |
| Directionally Convolutional Networks for 3D Shape Segmentation | Oct 1, 2017 | 3D Shape RepresentationRepresentation Learning | —Unverified | 0 |
| 3D ShapeNets: A Deep Representation for Volumetric Shapes | Jun 22, 2014 | 3D Point Cloud Classification3D Shape Representation | CodeCode Available | 1 |
| Towards the Evolution of Vertical-Axis Wind Turbines using Supershapes | Apr 18, 2012 | 3D Shape RepresentationEvolutionary Algorithms | CodeCode Available | 0 |
