| Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations | Dec 18, 2020 | 3D Object Detection3D Object Tracking | CodeCode Available | 2 |
| Deep Implicit Templates for 3D Shape Representation | Nov 30, 2020 | 3D Shape Representation | CodeCode Available | 1 |
| DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces | Nov 4, 2020 | 3D Shape Representation | —Unverified | 0 |
| Learning Occupancy Function from Point Clouds for Surface Reconstruction | Oct 22, 2020 | 3D Shape RepresentationSurface Reconstruction | —Unverified | 0 |
| Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization | Oct 16, 2020 | 3D Shape Reconstruction3D Shape Representation | —Unverified | 0 |
| On the Effectiveness of Weight-Encoded Neural Implicit 3D Shapes | Sep 17, 2020 | 3D Shape Representation | CodeCode Available | 1 |
| Novel View Synthesis from Single Images via Point Cloud Transformation | Sep 17, 2020 | 3D Shape RepresentationNovel View Synthesis | —Unverified | 0 |
| Learning Attentive and Hierarchical Representations for 3D Shape Recognition | Aug 1, 2020 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
| 3DMaterialGAN: Learning 3D Shape Representation from Latent Space for Materials Science Applications | Jul 27, 2020 | 3D Shape RepresentationGenerative Adversarial Network | —Unverified | 0 |
| GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision | Jul 26, 2020 | 3D Car Instance Understanding3D Pose Estimation | CodeCode Available | 1 |
| Discrete Point Flow Networks for Efficient Point Cloud Generation | Jul 20, 2020 | 3D Shape RepresentationPoint Cloud Generation | CodeCode Available | 1 |
| Local Implicit Grid Representations for 3D Scenes | Jun 1, 2020 | 3D Shape RepresentationDecoder | —Unverified | 0 |
| Learning Local Neighboring Structure for Robust 3D Shape Representation | Apr 21, 2020 | 3D Shape Reconstruction3D Shape Representation | CodeCode Available | 1 |
| Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance | Mar 22, 2020 | 3D Reconstruction3D Shape Representation | CodeCode Available | 1 |
| Curriculum DeepSDF | Mar 19, 2020 | 3D Shape RepresentationRepresentation Learning | CodeCode Available | 1 |
| Local Implicit Grid Representations for 3D Scenes | Mar 19, 2020 | 3D Shape RepresentationDecoder | CodeCode Available | 0 |
| Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation | Jan 25, 2020 | 3D Shape RepresentationGenerating 3D Point Clouds | —Unverified | 0 |
| Local Deep Implicit Functions for 3D Shape | Dec 12, 2019 | 3D Shape RepresentationSurface Reconstruction | CodeCode Available | 0 |
| BSP-Net: Generating Compact Meshes via Binary Space Partitioning | Nov 16, 2019 | 3D Reconstruction3D Shape Representation | CodeCode Available | 1 |
| Fully Convolutional Geometric Features | Oct 27, 2019 | 3D Feature Matching3D Point Cloud Matching | CodeCode Available | 1 |
| Geometric Disentanglement for Generative Latent Shape Models | Aug 18, 2019 | 3D Object Retrieval3D Shape Generation | —Unverified | 0 |
| Learning Embedding of 3D models with Quadric Loss | Jul 24, 2019 | 3D Reconstruction3D Shape Representation | CodeCode Available | 0 |
| Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks | Jun 21, 2019 | 3D Shape RepresentationObject | —Unverified | 0 |
| Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing | Jun 1, 2019 | 3D Shape Classification3D Shape Representation | —Unverified | 0 |
| Grounding Language Attributes to Objects using Bayesian Eigenobjects | May 30, 2019 | 3D Shape RepresentationObject | —Unverified | 0 |
| 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 |