% Key papers for Point cloud completion networks (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2020_pf_16007,
  title = {{PF-Net: Point Fractal Network for 3D Point Cloud Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2020_morphing_103720,
  title = {{Morphing and Sampling Network for Dense Point Cloud Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6827},
}

@inproceedings{cvpr2020_cascaded_15242,
  title = {{Cascaded Refinement Network for Point Cloud Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2018_learning_13263,
  title = {{Learning 3D Shape Completion From Laser Scan Data With Weak Supervision}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Stutz_Learning_3D_Shape_CVPR_2018_paper.html},
}

@inproceedings{cvpr2021_variational_18113,
  title = {{Variational Relational Point Completion Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2019_rl_14696,
  title = {{RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2019_leveraging_14464,
  title = {{Leveraging Shape Completion for 3D Siamese Tracking}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2022_shapeformer_19866,
  title = {{ShapeFormer: Transformer-Based Shape Completion via Sparse Representation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_cycle4completion_16778,
  title = {{Cycle4Completion: Unpaired Point Cloud Completion Using Cycle Transformation With Missing Region Coding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_view_18124,
  title = {{View-Guided Point Cloud Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_style_17956,
  title = {{Style-Based Point Generator With Adversarial Rendering for Point Cloud Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2022_lake_19137,
  title = {{LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_learning_19239,
  title = {{Learning a Structured Latent Space for Unsupervised Point Cloud Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{neurips2020_skeleton_60838,
  title = {{Skeleton-bridged Point Completion: From Global Inference to Local Adjustment}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17392},
}

@inproceedings{cvpr2021_denoise_16849,
  title = {{Denoise and Contrast for Category Agnostic Shape Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2021_ashf_69,
  title = {{ASHF-Net: Adaptive Sampling and Hierarchical Folding Network for Robust Point Cloud Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/03625-ashf-net-adaptive-sampling-and-hierarchical-folding-network-for-robust-point-cloud-completion/},
}

@inproceedings{cvpr2023_generalized_21066,
  title = {{Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22221},
}

@inproceedings{cvpr2023_acl_20315,
  title = {{ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21954},
}

@inproceedings{neurips2022_cross_65439,
  title = {{Cross-modal Learning for Image-Guided Point Cloud Shape Completion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54809},
}

@inproceedings{cvpr2023_symmetric_22291,
  title = {{Symmetric Shape-Preserving Autoencoder for Unsupervised Real Scene Point Cloud Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22942},
}

@inproceedings{cvpr2024_fsc_23436,
  title = {{FSC: Few-point Shape Completion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29180},
}

@inproceedings{aaai2025_symmcompletion_10883,
  title = {{SymmCompletion: High-Fidelity and High-Consistency Point Cloud Completion with Symmetry Guidance}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32984},
}

@inproceedings{aaai2024_robust_7165,
  title = {{Robust 3D Tracking with Quality-Aware Shape Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28544},
}

@inproceedings{cvpr2025_pcdreamer_27177,
  title = {{PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35041},
}

@inproceedings{cvpr2025_genpc_26402,
  title = {{GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33011},
}

@inproceedings{aaai2025_dmf_8613,
  title = {{DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32648},
}

@inproceedings{aaai2025_digging_8747,
  title = {{Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32260},
}

@inproceedings{cvpr2024_facecom_23441,
  title = {{FaceCom: Towards High-fidelity 3D Facial Shape Completion via Optimization and Inpainting Guidance}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29998},
}

@inproceedings{cvpr2025_parametric_27222,
  title = {{Parametric Point Cloud Completion for Polygonal Surface Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34940},
}

@inproceedings{cvpr2025_self_27626,
  title = {{Self-Supervised Large Scale Point Cloud Completion for Archaeological Site Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32971},
}

@inproceedings{cvpr2025_escape_26063,
  title = {{ESCAPE: Equivariant Shape Completion via Anchor Point Encoding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32806},
}

@inproceedings{neurips2025_pointmac_75163,
  title = {{PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=4xl00JWQ1z},
}

@inproceedings{aaai2026_rethinking_104181,
  title = {{Rethinking Multimodal Point Cloud Completion: A Completion-by-Correction Perspective}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37710},
}

@inproceedings{aaai2026_tosc_104864,
  title = {{TOSC: Task-Oriented Shape Completion for Open-World Dexterous Grasp Generation from Partial Point Clouds}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38053},
}

@inproceedings{aaai2026_simba_105503,
  title = {{Simba: Towards High-Fidelity and Geometrically-Consistent Point Cloud Completion via Transformation Diffusion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38259},
}

@inproceedings{neurips2025_geocomplete_74792,
  title = {{GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=1EnpXg8s4v},
}

@inproceedings{aaai2026_linext_100728,
  title = {{LiNeXt: Revisiting LiDAR Completion with Efficient Non-Diffusion Architectures}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/42468},
}

@inproceedings{aaai2026_dance_101183,
  title = {{DANCE: Density-agnostic and Class-aware Network for Point Cloud Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37484},
}

@inproceedings{aaai2024_a_5008,
  title = {{A Computation-Aware Shape Loss Function for Point Cloud Completion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28558},
}

@inproceedings{icml2025_unpaired_48284,
  title = {{Unpaired Point Cloud Completion via Unbalanced Optimal Transport}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44328},
}