% Key papers for Structure-guided completion (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_topnet_14920, title = {{TopNet: Structural Point Cloud Decoder}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_point_16040, title = {{Point Cloud Completion by Skip-Attention Network With Hierarchical Folding}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_pmp_17564, title = {{PMP-Net: Point Cloud Completion by Learning Multi-Step Point Moving Paths}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_proxyformer_21944, title = {{ProxyFormer: Proxy Alignment Assisted Point Cloud Completion With Missing Part Sensitive Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21199}, } @inproceedings{cvpr2023_anchorformer_20394, title = {{AnchorFormer: Point Cloud Completion From Discriminative Nodes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21316}, } @inproceedings{iclr2020_unpaired_29503, title = {{Unpaired Point Cloud Completion on Real Scans using Adversarial Training}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=HkgrZ0EYwB}, } @inproceedings{aaai2024_pointattn_6964, title = {{PointAttN: You Only Need Attention for Point Cloud Completion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28356}, } @inproceedings{aaai2024_orthogonal_6880, title = {{Orthogonal Dictionary Guided Shape Completion Network for Point Cloud}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27845}, } @inproceedings{neurips2021_balanced_61591, title = {{Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27442}, } @inproceedings{cvpr2024_scaling_24742, title = {{Scaling Diffusion Models to Real-World 3D LiDAR Scene Completion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30558}, } @inproceedings{aaai2024_cra_5359, title = {{CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28268}, } @inproceedings{aaai2024_cdpnet_5331, title = {{CDPNet: Cross-Modal Dual Phases Network for Point Cloud Completion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27930}, } @inproceedings{cvpr2023_hyperspherical_21197, title = {{Hyperspherical Embedding for Point Cloud Completion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21155}, } @inproceedings{cvpr2025_superpc_27777, title = {{SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34906}, } @inproceedings{iclr2022_a_31829, title = {{A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2022}, url = {https://iclr.cc/virtual/2022/poster/7026}, } @inproceedings{aaai2025_pointcformer_10317, title = {{PointCFormer: A Relation-Based Progressive Feature Extraction Network for Point Cloud Completion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33161}, } @inproceedings{aaai2025_dc_8589, title = {{DC-PCN: Point Cloud Completion Network with Dual-Codebook Guided Quantization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32911}, } @inproceedings{neurips2023_point_69247, title = {{Point Cloud Completion with Pretrained Text-to-Image Diffusion Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70648}, } @inproceedings{aaai2025_position_10332, title = {{Position-Aware Guided Point Cloud Completion with CLIP Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33166}, } @inproceedings{aaai2026_semantic_105640, title = {{Semantic Guided Part Relation-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/38396}, } @inproceedings{neurips2025_complete_75137, title = {{Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=4f6mEr1DQs}, } @inproceedings{iclr2025_point_83312, title = {{Point-based Instance Completion with Scene Constraints}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/28501}, }