% Key papers for Pixel-aligned implicit human and hand reconstruction (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2020_pifuhd_16010,
  title = {{PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2021_function4d_17048,
  title = {{Function4D: Real-Time Human Volumetric Capture From Very Sparse Consumer RGBD Sensors}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2017_self_56662,
  title = {{Self-supervised Learning of Motion Capture}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9299},
}

@inproceedings{neurips2020_geo_59944,
  title = {{Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18376},
}

@inproceedings{cvpr2019_photometric_14641,
  title = {{Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2022_lisa_19147,
  title = {{LISA: Learning Implicit Shape and Appearance of Hands}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_gsdf_22601,
  title = {{gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22462},
}

@inproceedings{cvpr2022_registering_19700,
  title = {{Registering Explicit to Implicit: Towards High-Fidelity Garment Mesh Reconstruction From Single Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2024_neural_24277,
  title = {{Neural Implicit Representation for Building Digital Twins of Unknown Articulated Objects}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29362},
}

@inproceedings{cvpr2022_f_20245,
  title = {{f-SfT: Shape-From-Template With a Physics-Based Deformation Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2023_im2hands_21207,
  title = {{Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22362},
}

@inproceedings{cvpr2024_a_22656,
  title = {{A Simple Baseline for Efficient Hand Mesh Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31061},
}

@inproceedings{cvpr2023_high_21157,
  title = {{High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21991},
}

@inproceedings{cvpr2023_memahand_21547,
  title = {{MeMaHand: Exploiting Mesh-Mano Interaction for Single Image Two-Hand Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21881},
}

@inproceedings{neurips2020_loopreg_60272,
  title = {{LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17018},
}

@inproceedings{cvpr2021_learning_17284,
  title = {{Learning Monocular 3D Reconstruction of Articulated Categories From Motion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2022_fof_66104,
  title = {{FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54834},
}

@inproceedings{cvpr2024_humannerf_23725,
  title = {{HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30519},
}

@inproceedings{aaai2024_fine_6020,
  title = {{Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27946},
}

@inproceedings{cvpr2024_physics_24466,
  title = {{Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31176},
}

@inproceedings{aaai2024_learning_6452,
  title = {{Learning Explicit Contact for Implicit Reconstruction of Hand-Held Objects from Monocular Images}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27995},
}

@inproceedings{cvpr2024_learning_23956,
  title = {{Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30082},
}

@inproceedings{cvpr2025_humanrig_26538,
  title = {{HumanRig: Learning Automatic Rigging for Humanoid Character in a Large Scale Dataset}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33466},
}

@inproceedings{cvpr2025_thin_27867,
  title = {{Thin-Shell-SfT: Fine-Grained Monocular Non-rigid 3D Surface Tracking with Neural Deformation Fields}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33446},
}

@inproceedings{cvpr2025_lim_26691,
  title = {{LIM: Large Interpolator Model for Dynamic Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33843},
}

@inproceedings{iclr2024_learning_34169,
  title = {{Learning Implicit Representation for Reconstructing Articulated Objects}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18906},
}

@inproceedings{neurips2024_contactfield_70707,
  title = {{ContactField: Implicit Field Representation for Multi-Person Interaction Geometry}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96417},
}

@inproceedings{neurips2025_srhand_77306,
  title = {{SRHand: Super-Resolving Hand Images and 3D Shapes via View/Pose-aware Neural Image Representations and Explicit Meshes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=STMB6q9pYZ},
}

@inproceedings{neurips2025_riganyface_78065,
  title = {{RigAnyFace: Scaling Neural Facial Mesh Auto-Rigging with Unlabeled Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=alrbY3gwNB},
}

@inproceedings{cvpr2026_zipmap_95797,
  title = {{ZipMap: Linear-Time Stateful 3D Reconstruction via Test-Time Training}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Jin_ZipMap_Linear-Time_Stateful_3D_Reconstruction_via_Test-Time_Training_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_scal3r_96818,
  title = {{Scal3R: Scalable Test-Time Training for Large-Scale 3D Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Xie_Scal3R_Scalable_Test-Time_Training_for_Large-Scale_3D_Reconstruction_CVPR_2026_paper.html},
}

@inproceedings{cvpr2026_efficientmonohair_97488,
  title = {{EfficientMonoHair: Fast Strand-Level Reconstruction from Monocular Video via Multi-View Direction Fusion}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Li_EfficientMonoHair_Fast_Strand-Level_Reconstruction_from_Monocular_Video_via_Multi-View_Direction_CVPR_2026_paper.html},
}

@inproceedings{aaai2026_moremouse_105604,
  title = {{MoReMouse: Monocular Reconstruction of Laboratory Mouse}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38360},
}

@inproceedings{cvpr2026_tokenhand_99130,
  title = {{TokenHand: Discrete Token Representation for Efficient Hand Mesh Reconstruction}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/He_TokenHand_Discrete_Token_Representation_for_Efficient_Hand_Mesh_Reconstruction_CVPR_2026_paper.html},
}