| A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion | Dec 7, 2021 | DenoisingPoint Cloud Completion | CodeCode Available | 1 |
| EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation | Oct 13, 2021 | Inductive BiasPoint Cloud Generation | —Unverified | 0 |
| Flow Plugin Network for conditional generation | Oct 7, 2021 | Conditional Image GenerationFace Generation | CodeCode Available | 0 |
| PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers | Aug 19, 2021 | DecoderInductive Bias | CodeCode Available | 1 |
| Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching | Aug 8, 2021 | Point Cloud Generation | CodeCode Available | 1 |
| 3D Reconstruction through Fusion of Cross-View Images | Jun 27, 2021 | 3D ReconstructionPoint Cloud Generation | —Unverified | 0 |
| Learning Progressive Point Embeddings for 3D Point Cloud Generation | Jun 19, 2021 | Autonomous DrivingObject Reconstruction | —Unverified | 0 |
| SE-MD: A Single-encoder multiple-decoder deep network for point cloud generation from 2D images | Jun 17, 2021 | DecoderPoint Cloud Generation | —Unverified | 0 |
| Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction | Jun 6, 2021 | Data AugmentationPoint Cloud Generation | —Unverified | 0 |
| RPG: Learning Recursive Point Cloud Generation | May 29, 2021 | Point Cloud GenerationSegmentation | —Unverified | 0 |
| SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data | Mar 29, 2021 | Point Cloud Generation | CodeCode Available | 1 |
| Diffusion Probabilistic Models for 3D Point Cloud Generation | Mar 2, 2021 | Data AugmentationPoint Cloud Generation | CodeCode Available | 1 |
| Learning to Drop Points for LiDAR Scan Synthesis | Feb 23, 2021 | Point Cloud GenerationSensor Modeling | CodeCode Available | 1 |
| Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projections Matching | Jan 1, 2021 | Point Cloud Generation | CodeCode Available | 1 |
| A Point Cloud Generative Model Based on Nonequilibrium Thermodynamics | Jan 1, 2021 | Point Cloud Generation | —Unverified | 0 |
| ChartPointFlow for Topology-Aware 3D Point Cloud Generation | Dec 4, 2020 | Point Cloud Generation | —Unverified | 0 |
| Learning geometry-image representation for 3D point cloud generation | Nov 29, 2020 | Image GenerationObject | —Unverified | 0 |
| Minimal Adversarial Examples for Deep Learning on 3D Point Clouds | Aug 27, 2020 | 3D Object RecognitionDeep Learning | —Unverified | 0 |
| Learning Gradient Fields for Shape Generation | Aug 14, 2020 | Point Cloud Generation | CodeCode Available | 1 |
| Discrete Point Flow Networks for Efficient Point Cloud Generation | Jul 20, 2020 | 3D Shape RepresentationPoint Cloud Generation | CodeCode Available | 1 |
| Progressive Point Cloud Deconvolution Generation Network | Jul 10, 2020 | Point Cloud Generation | CodeCode Available | 1 |
| Conditional Set Generation with Transformers | Jun 26, 2020 | object-detectionObject Detection | CodeCode Available | 0 |
| SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds | Jun 8, 2020 | Point Cloud Generation | CodeCode Available | 1 |
| Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification | Apr 2, 2020 | 3D GenerationGeneral Classification | CodeCode Available | 1 |
| Energy-Based Processes for Exchangeable Data | Mar 17, 2020 | DenoisingPoint Cloud Generation | CodeCode Available | 0 |
