| RangeLDM: Fast Realistic LiDAR Point Cloud Generation | Mar 15, 2024 | Autonomous DrivingPoint Cloud Generation | CodeCode Available | 1 |
| Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion | Jul 31, 2023 | Autonomous DrivingPoint 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 |
| A Rotation-Invariant Framework for Deep Point Cloud Analysis | Mar 16, 2020 | Point Cloud GenerationRetrieval | CodeCode Available | 1 |
| ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point Clouds | Jun 3, 2024 | 3D Scene Reconstruction3D Semantic Segmentation | 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 |
| LiDAR Data Synthesis with Denoising Diffusion Probabilistic Models | Sep 17, 2023 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 |
| Attention-based Transformation from Latent Features to Point Clouds | Dec 10, 2021 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 |
| Point Cloud Part Editing: Segmentation, Generation, Assembly, and Selection | Dec 19, 2023 | DisentanglementDiversity | CodeCode Available | 1 |
| Learning to Discretize Denoising Diffusion ODEs | May 24, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| Generative diffusion model with inverse renormalization group flows | Jan 15, 2025 | Audio SynthesisDenoising | CodeCode Available | 1 |
| DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD | Sep 25, 2019 | Generative Adversarial Networkmodel | —Unverified | 0 |
| A Point Cloud Generative Model Based on Nonequilibrium Thermodynamics | Jan 1, 2021 | Point Cloud Generation | —Unverified | 0 |
| Diffusion-based Molecule Generation with Informative Prior Bridges | Sep 2, 2022 | 3D GenerationPoint Cloud Generation | —Unverified | 0 |
| DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion | May 3, 2023 | Point Cloud Generation | —Unverified | 0 |
| A Novel Intrinsic Image Decomposition Method to Recover Albedo for Aerial Images in Photogrammetry Processing | Apr 8, 2022 | Intrinsic Image DecompositionPoint Cloud Generation | —Unverified | 0 |
| A Lennard-Jones Layer for Distribution Normalization | Feb 5, 2024 | DenoisingPoint Cloud Generation | —Unverified | 0 |
| General Point Model with Autoencoding and Autoregressive | Oct 25, 2023 | DecoderLanguage Modeling | —Unverified | 0 |
| CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm | Jul 12, 2022 | Point Cloud CompletionPoint Cloud Generation | —Unverified | 0 |
| 4D Millimeter-Wave Radar in Autonomous Driving: A Survey | Jun 7, 2023 | Autonomous DrivingPoint Cloud Generation | —Unverified | 0 |
| 3D Point Cloud Generation via Autoregressive Up-sampling | Mar 11, 2025 | Point Cloud Generation | —Unverified | 0 |
| FullFormer: Generating Shapes Inside Shapes | Mar 20, 2023 | 3D Shape GenerationPoint Cloud Generation | —Unverified | 0 |
| FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation | Nov 20, 2023 | Computational EfficiencyDenoising | —Unverified | 0 |
| Generate Point Clouds with Multiscale Details from Graph-Represented Structures | Dec 13, 2021 | MiscellaneousPoint Cloud Generation | —Unverified | 0 |
| Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation | Oct 6, 2023 | NeRFPoint Cloud Generation | —Unverified | 0 |
