| Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset | Jan 9, 2025 | Human Mesh RecoveryMotion Generation | CodeCode Available | 4 |
| Score-Guided Diffusion for 3D Human Recovery | Mar 14, 2024 | DenoisingHuman Mesh Recovery | CodeCode Available | 3 |
| Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot | Feb 22, 2024 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 3 |
| PromptHMR: Promptable Human Mesh Recovery | Apr 8, 2025 | 3D Human Pose EstimationHuman Mesh Recovery | CodeCode Available | 3 |
| TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation | Apr 25, 2024 | 3D Human Pose EstimationHuman Mesh Recovery | CodeCode Available | 3 |
| Humans in 4D: Reconstructing and Tracking Humans with Transformers | May 31, 2023 | 3D Human Pose EstimationAction Recognition | CodeCode Available | 3 |
| Deep learning for 3D human pose estimation and mesh recovery: A survey | Feb 29, 2024 | 3D Human Pose EstimationAutonomous Driving | CodeCode Available | 2 |
| PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images | Jul 13, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 2 |
| STAF: 3D Human Mesh Recovery from Video with Spatio-Temporal Alignment Fusion | Jan 3, 2024 | 3D Human Pose EstimationHuman Mesh Recovery | CodeCode Available | 2 |
| SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling | Mar 30, 2023 | DiversityHuman Mesh Recovery | CodeCode Available | 2 |
| Recovering 3D Human Mesh from Monocular Images: A Survey | Mar 3, 2022 | 3D human pose and shape estimationHuman Mesh Recovery | CodeCode Available | 2 |
| Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset | Jul 3, 2023 | Human Mesh RecoveryMotion Generation | CodeCode Available | 2 |
| DPoser: Diffusion Model as Robust 3D Human Pose Prior | Dec 9, 2023 | DenoisingHuman Mesh Recovery | CodeCode Available | 2 |
| Hulk: A Universal Knowledge Translator for Human-Centric Tasks | Dec 4, 2023 | 3D Human Pose EstimationAction Recognition | CodeCode Available | 2 |
| Domain Adaptive 3D Pose Augmentation for In-the-wild Human Mesh Recovery | Jun 21, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction | Jan 1, 2024 | 3D Human Pose Estimation3D Multi-Person Mesh Recovery | CodeCode Available | 1 |
| W-HMR: Monocular Human Mesh Recovery in World Space with Weak-Supervised Calibration | Nov 29, 2023 | 3D Human Pose EstimationCamera Calibration | CodeCode Available | 1 |
| Self-supervised 3D Human Mesh Recovery from Noisy Point Clouds | Jul 15, 2021 | Human Mesh Recovery | CodeCode Available | 1 |
| Human Mesh Recovery from Arbitrary Multi-view Images | Mar 19, 2024 | Camera Pose EstimationDecoder | CodeCode Available | 1 |
| GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras | Dec 2, 2021 | 3D Human Pose EstimationGlobal 3D Human Pose Estimation | CodeCode Available | 1 |
| A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose | Nov 24, 2021 | 3D Human Pose Estimation3D Human Shape Estimation | CodeCode Available | 1 |
| Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views | Apr 12, 2023 | DiversityHuman Mesh Recovery | CodeCode Available | 1 |
| Deformable Mesh Transformer for 3D Human Mesh Recovery | Jan 1, 2023 | 3D Hand Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Probabilistic Modeling for Human Mesh Recovery | Aug 26, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 1 |
| NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action | Dec 28, 2022 | 3D ReconstructionHuman Mesh Recovery | CodeCode Available | 1 |
| Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains | Mar 16, 2023 | Human Mesh RecoverySynthetic Data Generation | CodeCode Available | 1 |
| GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Recovery from a 2D Pose | Mar 10, 2023 | 3D Human Pose EstimationDecoder | CodeCode Available | 1 |
| BinaryHPE: 3D Human Pose and Shape Estimation via Binarization | Nov 24, 2023 | 3D human pose and shape estimationBinarization | CodeCode Available | 1 |
| POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery | Mar 23, 2023 | 3D Human Pose EstimationHuman Mesh Recovery | CodeCode Available | 1 |
| Leveraging MoCap Data for Human Mesh Recovery | Oct 18, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 1 |
| Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms | Sep 21, 2022 | 3D human pose and shape estimationBenchmarking | CodeCode Available | 1 |
| Learning Analytical Posterior Probability for Human Mesh Recovery | Jan 1, 2023 | Human Mesh Recovery | CodeCode Available | 1 |
| ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization | May 15, 2025 | Human Mesh Recovery | CodeCode Available | 1 |
| ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos | Oct 21, 2024 | 3D Human Pose EstimationDisentanglement | CodeCode Available | 1 |
| Human Mesh Recovery from Multiple Shots | Dec 17, 2020 | 3D ReconstructionHuman Mesh Recovery | CodeCode Available | 1 |
| JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery | Jul 31, 2023 | Contrastive LearningHuman Mesh Recovery | CodeCode Available | 1 |
| DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery | Apr 1, 2024 | DenoisingHuman Mesh Recovery | CodeCode Available | 1 |
| LiDAR-HMR: 3D Human Mesh Recovery from LiDAR | Nov 20, 2023 | 3D Human Pose EstimationHuman Mesh Recovery | CodeCode Available | 1 |
| Co-Evolution of Pose and Mesh for 3D Human Body Estimation from Video | Aug 20, 2023 | 3D Human Pose EstimationDecoder | CodeCode Available | 1 |
| Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models | Aug 5, 2023 | DenoisingHuman Mesh Recovery | CodeCode Available | 1 |
| PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop | Mar 30, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Distribution and Depth-Aware Transformers for 3D Human Mesh Recovery | Mar 14, 2024 | Human Mesh Recovery | —Unverified | 0 |
| Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing | Sep 28, 2023 | Human Mesh RecoveryPose Estimation | —Unverified | 0 |
| Distribution-Aligned Diffusion for Human Mesh Recovery | Aug 25, 2023 | DenoisingHuman Mesh Recovery | —Unverified | 0 |
| DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery | Apr 3, 2025 | Human Mesh Recovery | —Unverified | 0 |
| Appearance Consensus Driven Self-Supervised Human Mesh Recovery | Aug 4, 2020 | 3D Pose EstimationHuman Mesh Recovery | —Unverified | 0 |
| DiffSurf: A Transformer-based Diffusion Model for Generating and Reconstructing 3D Surfaces in Pose | Aug 27, 2024 | DenoisingDiversity | —Unverified | 0 |
| BLADE: Single-view Body Mesh Learning through Accurate Depth Estimation | Dec 11, 2024 | 3D Pose EstimationDepth Estimation | —Unverified | 0 |
| Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery | Jan 15, 2023 | Human Mesh RecoveryMulti-view 3D Human Pose Estimation | —Unverified | 0 |
| BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation | Jan 1, 2025 | 3D Pose EstimationDepth Estimation | —Unverified | 0 |
