| Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching | Aug 8, 2021 | Point Cloud Generation | CodeCode Available | 1 |
| 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 |
| 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 |
| 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 |
| A Rotation-Invariant Framework for Deep Point Cloud Analysis | Mar 16, 2020 | Point Cloud GenerationRetrieval | CodeCode Available | 1 |
| Simultaneous Localization and Mapping Using Active mmWave Sensing in 5G NR | Jul 7, 2025 | Loop Closure DetectionPoint Cloud Generation | —Unverified | 0 |
| RaGNNarok: A Light-Weight Graph Neural Network for Enhancing Radar Point Clouds on Unmanned Ground Vehicles | Jul 1, 2025 | Autonomous NavigationGraph Neural Network | —Unverified | 0 |
| SIM-Net: A Multimodal Fusion Network Using Inferred 3D Object Shape Point Clouds from RGB Images for 2D Classification | Jun 23, 2025 | Classificationimage-classification | —Unverified | 0 |
| Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion | May 20, 2025 | Computational EfficiencyPoint Cloud Completion | —Unverified | 0 |
| Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks | Apr 2, 2025 | Adversarial RobustnessDecoder | —Unverified | 0 |
| 3D Point Cloud Generation via Autoregressive Up-sampling | Mar 11, 2025 | Point Cloud Generation | —Unverified | 0 |
| EAGLE: Contextual Point Cloud Generation via Adaptive Continuous Normalizing Flow with Self-Attention | Mar 5, 2025 | Point Cloud Generation | CodeCode Available | 0 |
| SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation | Jan 1, 2025 | 3D GenerationData Augmentation | —Unverified | 0 |
| ObitoNet: Multimodal High-Resolution Point Cloud Reconstruction | Dec 25, 2024 | DecoderPoint Cloud Generation | CodeCode Available | 0 |
| Parameterize Structure with Differentiable Template for 3D Shape Generation | Oct 14, 2024 | 3D Shape GenerationPoint Cloud Generation | —Unverified | 0 |
| Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones | Aug 28, 2024 | Point Cloud Generation | —Unverified | 0 |
| Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions | Aug 13, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Effect of Fog Particle Size Distribution on 3D Object Detection Under Adverse Weather Conditions | Aug 2, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Deformable 3D Shape Diffusion Model | Jul 31, 2024 | Image Generationmodel | —Unverified | 0 |
