% Key papers for Human shape and pose regression (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_expressive_14175, title = {{Expressive Body Capture: 3D Hands, Face, and Body From a Single Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_vibe_16432, title = {{VIBE: Video Inference for Human Body Pose and Shape Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2017_learning_12406, title = {{Learning From Synthetic Humans}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_learning_13319, title = {{Learning to Estimate 3D Human Pose and Shape From a Single Color Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Pavlakos_Learning_to_Estimate_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_convolutional_13973, title = {{Convolutional Mesh Regression for Single-Image Human Shape Reconstruction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2017_unite_12715, title = {{Unite the People: Closing the Loop Between 3D and 2D Human Representations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_a_12805, title = {{A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Sarfraz_A_Pose-Sensitive_Embedding_CVPR_2018_paper.html}, } @inproceedings{cvpr2021_hybrik_17143, title = {{HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2018_synthesizing_13629, title = {{Synthesizing Images of Humans in Unseen Poses}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Balakrishnan_Synthesizing_Images_of_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_ghum_15580, title = {{GHUM \& GHUML: Generative 3D Human Shape and Articulated Pose Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2018_monocular_13383, title = {{Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zanfir_Monocular_3D_Pose_CVPR_2018_paper.html}, } @inproceedings{cvpr2017_detailed_12202, title = {{Detailed, Accurate, Human Shape Estimation From Clothed 3D Scan Sequences}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2019_holopose_14288, title = {{HoloPose: Holistic 3D Human Reconstruction In-The-Wild}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2022_pose_2565, title = {{Pose-Guided Feature Disentangling for Occluded Person Re-identification Based on Transformer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/02540-pose-guided-feature-disentangling-for-occluded-person-re-identification-based-on-transformer/}, } @inproceedings{cvpr2020_coherent_15258, title = {{Coherent Reconstruction of Multiple Humans From a Single Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2016_recurrent_11802, title = {{Recurrent Attention Models for Depth-Based Person Identification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2020_object_15967, title = {{Object-Occluded Human Shape and Pose Estimation From a Single Color Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2017_deep_12167, title = {{Deep Multitask Architecture for Integrated 2D and 3D Human Sensing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2023_bedlam_20430, title = {{BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22190}, } @inproceedings{cvpr2022_not_19473, title = {{Not All Tokens Are Equal: Human-Centric Visual Analysis via Token Clustering Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2025_idol_26568, title = {{IDOL: Instant Photorealistic 3D Human Creation from a Single Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33061}, } @inproceedings{neurips2024_neural_72192, title = {{Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95149}, } @inproceedings{cvpr2025_reconstructing_27409, title = {{Reconstructing Humans with a Biomechanically Accurate Skeleton}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35057}, } @inproceedings{aaai2024_a_5078, title = {{A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28333}, } @inproceedings{cvpr2025_animer_25484, title = {{AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33602}, } @inproceedings{cvpr2024_cross_23063, title = {{Cross-view and Cross-pose Completion for 3D Human Understanding}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31232}, } @inproceedings{cvpr2025_multigo_27035, title = {{MultiGO: Towards Multi-level Geometry Learning for Monocular 3D Textured Human Reconstruction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34925}, } @inproceedings{cvpr2025_reconstructing_27411, title = {{Reconstructing People, Places, and Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33600}, } @inproceedings{cvpr2025_reconstructing_27408, title = {{Reconstructing Close Human Interaction with Appearance and Proxemics Reasoning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32642}, } @inproceedings{neurips2025_nopo_76788, title = {{NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=N2QBQh6HeN}, } @inproceedings{cvpr2026_bringing_98405, title = {{Bringing Your Portrait to 3D Presence}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zhang_Bringing_Your_Portrait_to_3D_Presence_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_mimicat_98782, title = {{MimiCAT: Mimic with Correspondence-Aware Cascade-Transformer for Category-Free 3D Pose Transfer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Chai_MimiCAT_Mimic_with_Correspondence-Aware_Cascade-Transformer_for_Category-Free_3D_Pose_Transfer_CVPR_2026_paper.html}, } @inproceedings{aaai2026_fastanimate_104331, title = {{FastAnimate: Towards Learnable Template Construction and Pose Deformation for Fast 3D Human Avatar Animation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37858}, } @inproceedings{aaai2026_coevoer_106645, title = {{CoEvoer: Collaborative Evolution Transformer for Upper-Body Expressive Human Pose and Shape Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38952}, } @inproceedings{cvpr2025_a_25358, title = {{A Focused Human Body Model for Accurate Anthropometric Measurements Extraction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33509}, }