| 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 |
| Fully Convolutional Geometric Features | Oct 27, 2019 | 3D Feature Matching3D Point Cloud Matching | CodeCode Available | 1 |
| DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation | Jan 16, 2019 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| Occupancy Networks: Learning 3D Reconstruction in Function Space | Dec 10, 2018 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| 3D ShapeNets: A Deep Representation for Volumetric Shapes | Jun 22, 2014 | 3D Point Cloud Classification3D Shape Representation | CodeCode Available | 1 |
| MASH: Masked Anchored SpHerical Distances for 3D Shape Representation and Generation | Apr 12, 2025 | 3D Shape RepresentationSurface Reconstruction | —Unverified | 0 |
| SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling | Mar 27, 2025 | 3D Shape Generation3D Shape Modeling | —Unverified | 0 |
| MIRE: Matched Implicit Neural Representations | Jan 1, 2025 | 3D Shape RepresentationDictionary Learning | —Unverified | 0 |
| Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries | Aug 27, 2024 | 3D Shape RepresentationRepresentation Learning | —Unverified | 0 |
| Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model | Jun 13, 2024 | 3D Shape RepresentationLanguage Modeling | —Unverified | 0 |
| Self-supervised Graph Neural Network for Mechanical CAD Retrieval | Jun 13, 2024 | 3D Shape RepresentationGraph Learning | —Unverified | 0 |
| TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding | Feb 28, 2024 | 3D Shape RepresentationRepresentation Learning | —Unverified | 0 |
| TIFu: Tri-directional Implicit Function for High-Fidelity 3D Character Reconstruction | Jan 25, 2024 | 3D Human Reconstruction3D Reconstruction | —Unverified | 0 |
| DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans | Jan 1, 2024 | 3D Human Reconstruction3D Reconstruction | —Unverified | 0 |
| Learning Spatially Collaged Fourier Bases for Implicit Neural Representation | Dec 28, 2023 | 3D Reconstruction3D Shape Representation | —Unverified | 0 |
| ArcGAN: Generative Adversarial Networks for 3D Architectural Image Generation | Dec 14, 2023 | 3D Architecture3D Depth Estimation | —Unverified | 0 |
| Mosaic-SDF for 3D Generative Models | Dec 14, 2023 | 3D Generation3D Shape Representation | —Unverified | 0 |
| ASUR3D: Arbitrary Scale Upsampling and Refinement of 3D Point Clouds using Local Occupancy Fields | Oct 2, 2023 | 3D Reconstruction3D Shape Generation | CodeCode Available | 0 |
| On the Localization of Ultrasound Image Slices within Point Distribution Models | Sep 1, 2023 | 3D Reconstruction3D Shape Representation | CodeCode Available | 0 |
| Self-supervised Learning of Implicit Shape Representation with Dense Correspondence for Deformable Objects | Aug 24, 2023 | 3D Shape RepresentationSelf-Supervised Learning | —Unverified | 0 |
| Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification | Aug 21, 2023 | 3D Shape RepresentationDiversity | —Unverified | 0 |
| Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane | Jul 4, 2023 | 3D Shape Generation3D Shape Representation | —Unverified | 0 |
| CN-DHF: Compact Neural Double Height-Field Representations of 3D Shapes | Mar 29, 2023 | 3D Shape Representation | —Unverified | 0 |
| Multiplicative Fourier Level of Detail | Jan 1, 2023 | 3D Shape RepresentationRepresentation Learning | —Unverified | 0 |
| LP-DIF: Learning Local Pattern-Specific Deep Implicit Function for 3D Objects and Scenes | Jan 1, 2023 | 3D Reconstruction3D Shape Representation | CodeCode Available | 0 |
| Multi-View Photometric Stereo Revisited | Oct 14, 2022 | 3D Shape Representation | —Unverified | 0 |