% Key papers for Monocular 2D-to-3D pose lifting (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2017_coarse_12109, title = {{Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2017_3d_11992, title = {{3D Human Pose Estimation = 2D Pose Estimation + Matching}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_2d_12772, title = {{2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Luvizon_2D3D_Pose_Estimation_CVPR_2018_paper.html}, } @inproceedings{cvpr2017_lifting_12430, title = {{Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_ordinal_13449, title = {{Ordinal Depth Supervision for 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Pavlakos_Ordinal_Depth_Supervision_CVPR_2018_paper.html}, } @inproceedings{cvpr2016_sparseness_11882, title = {{Sparseness Meets Deepness: 3D Human Pose Estimation From Monocular Video}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2018_3d_12773, title = {{3D Human Pose Estimation in the Wild by Adversarial Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Yang_3D_Human_Pose_CVPR_2018_paper.html}, } @inproceedings{cvpr2017_3d_11993, title = {{3D Human Pose Estimation From a Single Image via Distance Matrix Regression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{aaai2018_learning_104011, title = {{Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12270}, } @inproceedings{cvpr2017_lcr_12382, title = {{LCR-Net: Localization-Classification-Regression for Human Pose}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2019_self_14795, title = {{Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_graph_17089, title = {{Graph Stacked Hourglass Networks for 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2016_structured_11895, title = {{Structured Feature Learning for Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2019_repnet_14730, title = {{RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2018_learning_13291, title = {{Learning Monocular 3D Human Pose Estimation From Multi-View Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Rhodin_Learning_Monocular_3D_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_attention_15156, title = {{Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2016_direct_11499, title = {{Direct Prediction of 3D Body Poses From Motion Compensated Sequences}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{neurips2016_mocap_55878, title = {{MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2016}, url = {https://nips.cc/virtual/2016/poster/8498}, } @inproceedings{cvpr2019_generating_14247, title = {{Generating Multiple Hypotheses for 3D Human Pose Estimation With Mixture Density Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2017_harvesting_12330, title = {{Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2024_chatpose_22961, title = {{ChatPose: Chatting about 3D Human Pose}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29560}, } @inproceedings{cvpr2024_a_22646, title = {{A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31561}, } @inproceedings{aaai2025_tcpformer_10900, title = {{TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32583}, } @inproceedings{cvpr2025_posebh_27281, title = {{PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33228}, } @inproceedings{aaai2024_posegen_6969, title = {{PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27960}, } @inproceedings{neurips2024_manipose_74532, title = {{ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93050}, } @inproceedings{cvpr2024_towards_25057, title = {{Towards Robust 3D Pose Transfer with Adversarial Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30394}, } @inproceedings{cvpr2025_pose_27279, title = {{Pose Priors from Language Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34694}, } @inproceedings{aaai2026_robust_104845, title = {{Robust Long-Term Test-Time Adaptation for 3D Human Pose Estimation Through Motion Discretization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38034}, } @inproceedings{aaai2025_sequential_10749, title = {{Sequential Joint Dependency Aware Human Pose Estimation with State Space Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33029}, } @inproceedings{icml2025_semantics_48608, title = {{Semantics-aware Test-time Adaptation for 3D Human Pose Estimation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44013}, } @inproceedings{icml2025_cups_48931, title = {{CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/43692}, } @inproceedings{icml2026_dispose_51670, title = {{DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=OfzLydmMHe}, } @inproceedings{neurips2025_pandapose_77601, title = {{PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=VcRc99EdTZ}, } @inproceedings{neurips2025_3d_79321, title = {{3D Human Pose Estimation with Muscles}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=oB5GHrsfI4}, } @inproceedings{iclr2025_champ_83222, title = {{CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/28587}, } @inproceedings{iclr2026_true_87326, title = {{True Self-Supervised Novel View Synthesis is Transferable}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=aJJppqAm6r}, } @inproceedings{neurips2026_compose_90536, title = {{COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/150956}, } @inproceedings{cvpr2026_mocap_96791, title = {{Mocap-2-to-3: Multi-view Lifting for Monocular Motion Recovery with 2D Pretraining}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Wang_Mocap-2-to-3_Multi-view_Lifting_for_Monocular_Motion_Recovery_with_2D_Pretraining_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_la_97901, title = {{LA-Pose: Latent Action Pretraining Meets Pose Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Wang_LA-Pose_Latent_Action_Pretraining_Meets_Pose_Estimation_CVPR_2026_paper.html}, }