| AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers | Jan 11, 2023 | DenoisingInductive Bias | CodeCode Available | 2 | 5 |
| 3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models | Jan 26, 2023 | 3D Shape RepresentationPoint Cloud Completion | CodeCode Available | 2 | 5 |
| CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers | Jan 3, 2024 | Point Cloud Completion | CodeCode Available | 2 | 5 |
| Parametric Point Cloud Completion for Polygonal Surface Reconstruction | Mar 11, 2025 | Point Cloud CompletionSurface Reconstruction | CodeCode Available | 2 | 5 |
| Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer | Feb 18, 2022 | Image ReconstructionPoint Cloud Completion | CodeCode Available | 2 | 5 |
| Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models | Aug 12, 2024 | Computational EfficiencyPoint Cloud Completion | CodeCode Available | 2 | 5 |
| Explicitly Guided Information Interaction Network for Cross-modal Point Cloud Completion | Jul 3, 2024 | Point Cloud Completion | CodeCode Available | 2 | 5 |
| PointSea: Point Cloud Completion via Self-structure Augmentation | Feb 24, 2025 | Point Cloud Completion | CodeCode Available | 2 | 5 |
| PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths | Feb 19, 2022 | Point Cloud CompletionRepresentation Learning | CodeCode Available | 1 | 5 |
| Learning Geometric Transformation for Point Cloud Completion | Jun 8, 2023 | Decoderglobal-optimization | CodeCode Available | 1 | 5 |
| PMP-Net: Point Cloud Completion by Learning Multi-step Point Moving Paths | Dec 7, 2020 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| PG-RCNN: Semantic Surface Point Generation for 3D Object Detection | Jul 24, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| LiDAR Data Synthesis with Denoising Diffusion Probabilistic Models | Sep 17, 2023 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 | 5 |
| LiDAR-based Person Re-identification | Dec 5, 2023 | Person Re-IdentificationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing | Nov 6, 2024 | DenoisingHuman Animation | CodeCode Available | 1 | 5 |
| Parametric Surface Constrained Upsampler Network for Point Cloud | Mar 14, 2023 | Point Cloud Completionpoint cloud upsampling | CodeCode Available | 1 | 5 |
| Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion | Nov 24, 2021 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Denoise and Contrast for Category Agnostic Shape Completion | Mar 30, 2021 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| PCN: Point Completion Network | Aug 2, 2018 | DecoderPoint Cloud Completion | CodeCode Available | 1 | 5 |
| FBNet: Feedback Network for Point Cloud Completion | Oct 8, 2022 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated Transformer | Aug 13, 2024 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| GRNet: Gridding Residual Network for Dense Point Cloud Completion | Jun 6, 2020 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| PCKRF: Point Cloud Completion and Keypoint Refinement With Fusion Data for 6D Pose Estimation | Oct 7, 2022 | 6D Pose EstimationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| Cascaded Refinement Network for Point Cloud Completion | Apr 7, 2020 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| 3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process | Mar 18, 2023 | 3D Shape GenerationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints | Mar 31, 2022 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results | Dec 22, 2021 | 3D ReconstructionPoint Cloud Completion | CodeCode Available | 1 | 5 |
| Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation | Aug 28, 2023 | Domain AdaptationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| Cascaded Refinement Network for Point Cloud Completion with Self-supervision | Oct 17, 2020 | 3D Object ClassificationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion | Dec 1, 2022 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Masked Autoencoders in 3D Point Cloud Representation Learning | Jul 4, 2022 | Point Cloud CompletionPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| Orthogonal Dictionary Guided Shape Completion Network for Point Cloud | Mar 24, 2023 | DecoderPoint Cloud Completion | CodeCode Available | 1 | 5 |
| Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region Coding | Mar 14, 2021 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| ACL-SPC: Adaptive Closed-Loop system for Self-Supervised Point Cloud Completion | Mar 2, 2023 | Point Cloud CompletionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion | Dec 7, 2021 | DenoisingPoint Cloud Completion | CodeCode Available | 1 | 5 |
| 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling | Sep 19, 2022 | Depth EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| Attention-based Transformation from Latent Features to Point Clouds | Dec 10, 2021 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 | 5 |
| Morphing and Sampling Network for Dense Point Cloud Completion | Nov 30, 2019 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Cross-modal Learning for Image-Guided Point Cloud Shape Completion | Sep 20, 2022 | Point Cloud CompletionPoint cloud reconstruction | CodeCode Available | 1 | 5 |
| ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point Completion | Apr 19, 2021 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Detail Preserved Point Cloud Completion via Separated Feature Aggregation | Jul 5, 2020 | DecoderPoint Cloud Completion | CodeCode Available | 1 | 5 |
| Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion | Dec 1, 2021 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion | Dec 11, 2024 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process | Jan 1, 2023 | 3D Shape GenerationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| DR-Pose: A Two-stage Deformation-and-Registration Pipeline for Category-level 6D Object Pose Estimation | Sep 5, 2023 | 6D Pose Estimation using RGBObject | CodeCode Available | 1 | 5 |
| Building-PCC: Building Point Cloud Completion Benchmarks | Apr 24, 2024 | Point Cloud Completion | CodeCode Available | 1 | 5 |
| AnchorFormer: Point Cloud Completion From Discriminative Nodes | Jan 1, 2023 | MORPHObject | CodeCode Available | 1 | 5 |
| Hyperspherical Embedding for Point Cloud Completion | Jul 11, 2023 | DecoderMulti-Task Learning | CodeCode Available | 1 | 5 |
| HyperPocket: Generative Point Cloud Completion | Feb 11, 2021 | HallucinationObject Hallucination | CodeCode Available | 1 | 5 |
| P2C: Self-Supervised Point Cloud Completion from Single Partial Clouds | Jul 27, 2023 | Point Cloud Completion | CodeCode Available | 1 | 5 |
