| OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding | May 18, 2023 | 3D Classification3D Shape Representation | CodeCode Available | 2 |
| 3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models | Jan 26, 2023 | 3D Shape RepresentationPoint Cloud Completion | CodeCode Available | 2 |
| 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 |
| PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization | Feb 18, 2025 | 3D Shape RepresentationDecoder | CodeCode Available | 1 |
| Unsupervised Occupancy Learning from Sparse Point Cloud | Apr 3, 2024 | 3D Reconstruction3D Shape Representation | CodeCode Available | 1 |
| EXIM: A Hybrid Explicit-Implicit Representation for Text-Guided 3D Shape Generation | Nov 3, 2023 | 3D Shape Generation3D Shape Representation | CodeCode Available | 1 |
| RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency | Oct 30, 2023 | 3D Shape Representation | CodeCode Available | 1 |
| Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map | Aug 25, 2023 | 3D Shape RepresentationAttribute | CodeCode Available | 1 |
| 3D Semantic Subspace Traverser: Empowering 3D Generative Model with Shape Editing Capability | Jul 26, 2023 | 3D Shape Generation3D Shape Representation | CodeCode Available | 1 |
| 3D VR Sketch Guided 3D Shape Prototyping and Exploration | Jun 19, 2023 | 3D Shape Generation3D Shape Modeling | CodeCode Available | 1 |
| DMNet: Delaunay Meshing Network for 3D Shape Representation | Jan 1, 2023 | 3D Shape RepresentationGraph Neural Network | CodeCode Available | 1 |
| SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation | Jun 24, 2022 | 3D Generation3D Shape Generation | CodeCode Available | 1 |
| Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds | Mar 26, 2022 | 3D Shape RepresentationPosition | CodeCode Available | 1 |
| PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation | Oct 15, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| 3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces | Aug 19, 2021 | 3D Shape Reconstruction3D Shape Representation | CodeCode Available | 1 |
| Learning Canonical View Representation for 3D Shape Recognition with Arbitrary Views | Aug 16, 2021 | 3D Shape Recognition3D Shape Representation | CodeCode Available | 1 |
| ACORN: Adaptive Coordinate Networks for Neural Scene Representation | May 6, 2021 | 3D Shape RepresentationRepresentation Learning | CodeCode Available | 1 |
| Deep Implicit Templates for 3D Shape Representation | Nov 30, 2020 | 3D Shape Representation | CodeCode Available | 1 |
| On the Effectiveness of Weight-Encoded Neural Implicit 3D Shapes | Sep 17, 2020 | 3D Shape Representation | CodeCode Available | 1 |
| 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 |
| 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 |
| BSP-Net: Generating Compact Meshes via Binary Space Partitioning | Nov 16, 2019 | 3D Reconstruction3D Shape Representation | CodeCode Available | 1 |
