% Key papers for Point-language and open-vocabulary 3D (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2022_pointclip_19597,
  title = {{PointCLIP: Point Cloud Understanding by CLIP}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_scan2cap_17825,
  title = {{Scan2Cap: Context-Aware Dense Captioning in RGB-D Scans}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2020_global_15608,
  title = {{Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2021_learning_876,
  title = {{Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/03056-learning-geometry-disentangled-representation-for-complementary-understanding-of-3d-object-point-cloud/},
}

@inproceedings{cvpr2021_3d_16514,
  title = {{3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_bidirectional_16647,
  title = {{Bidirectional Projection Network for Cross Dimension Scene Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2023_mvimgnet_21508,
  title = {{MVImgNet: A Large-Scale Dataset of Multi-View Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22840},
}

@inproceedings{cvpr2022_3djcg_18187,
  title = {{3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2022_3d_18184,
  title = {{3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_ll3da_23893,
  title = {{LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29865},
}

@inproceedings{cvpr2022_x_20231,
  title = {{X-Trans2Cap: Cross-Modal Knowledge Transfer Using Transformer for 3D Dense Captioning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_clip2_20542,
  title = {{CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21103},
}

@inproceedings{cvpr2023_eda_20869,
  title = {{EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22927},
}

@inproceedings{cvpr2024_open3dsg_24376,
  title = {{Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29563},
}

@inproceedings{aaai2022_simipu_2748,
  title = {{SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/01500-simipu-simple-2d-image-and-3d-point-cloud-unsupervised-pre-training-for-spatial-aware-visual-representations/},
}

@inproceedings{cvpr2024_towards_25047,
  title = {{Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29887},
}

@inproceedings{cvpr2024_towards_25060,
  title = {{Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30175},
}

@inproceedings{cvpr2023_vl_22500,
  title = {{VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22846},
}

@inproceedings{neurips2023_openshape_67447,
  title = {{OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72286},
}

@inproceedings{cvpr2023_masked_21541,
  title = {{Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22578},
}

@inproceedings{cvpr2024_gpt4point_23559,
  title = {{GPT4Point: A Unified Framework for Point-Language Understanding and Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31298},
}

@inproceedings{cvpr2024_cad_22892,
  title = {{CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30538},
}

@inproceedings{neurips2024_opengaussian_70347,
  title = {{OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96750},
}

@inproceedings{cvpr2024_clip_22915,
  title = {{CLIP-Driven Open-Vocabulary 3D Scene Graph Generation via Cross-Modality Contrastive Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29994},
}

@inproceedings{aaai2024_point_6961,
  title = {{Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28323},
}

@inproceedings{aaai2024_sgformer_7223,
  title = {{SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28197},
}

@inproceedings{cvpr2024_draw_23263,
  title = {{Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion.}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31017},
}

@inproceedings{cvpr2024_physical_24464,
  title = {{Physical Property Understanding from Language-Embedded Feature Fields}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29832},
}

@inproceedings{aaai2024_mm_6586,
  title = {{MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28501},
}

@inproceedings{cvpr2024_dgc_23083,
  title = {{DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30983},
}

@inproceedings{cvpr2024_geometrically_23624,
  title = {{Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29775},
}

@inproceedings{aaai2024_x4d_7833,
  title = {{X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-Modal Knowledge Transfer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28045},
}

@inproceedings{cvpr2024_decotr_23116,
  title = {{DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29585},
}

@inproceedings{cvpr2024_sculpting_24757,
  title = {{Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29352},
}

@inproceedings{cvpr2025_lift3d_26791,
  title = {{Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34011},
}

@inproceedings{iclr2024_uni3d_35586,
  title = {{Uni3D: Exploring Unified 3D Representation at Scale}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17487},
}