| LHM: Large Animatable Human Reconstruction Model from a Single Image in Seconds | Mar 13, 2025 | 3D Human Reconstruction | CodeCode Available | 7 |
| Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition | Feb 22, 2023 | 3D Human Reconstructionglobal-optimization | CodeCode Available | 3 |
| PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization | Apr 1, 2020 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 3 |
| HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery | Apr 12, 2023 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 3 |
| ECON: Explicit Clothed humans Optimized via Normal integration | Dec 14, 2022 | 3D Human ReconstructionSurface Reconstruction | 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 |
| SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation | Sep 29, 2023 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 3 |
| X-Avatar: Expressive Human Avatars | Mar 8, 2023 | 3D Human Reconstruction | CodeCode Available | 2 |
| AvatarGen: a 3D Generative Model for Animatable Human Avatars | Aug 1, 2022 | 3D Human Reconstruction | CodeCode Available | 2 |
| SHERF: Generalizable Human NeRF from a Single Image | Mar 22, 2023 | 3D Human ReconstructionNeRF | CodeCode Available | 2 |
| FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration | Aug 19, 2020 | 3D Hand Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration | Aug 13, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer | Mar 28, 2023 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| Joint Reconstruction of 3D Human and Object via Contact-Based Refinement Transformer | Apr 7, 2024 | 3D Human Reconstruction3D Object Reconstruction | CodeCode Available | 2 |
| KeypointNeRF: Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints | May 10, 2022 | 3D Face Reconstruction3D Human Reconstruction | CodeCode Available | 2 |
| SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video | Jan 30, 2022 | 3D Human ReconstructionNeural Rendering | CodeCode Available | 2 |
| ICON: Implicit Clothed humans Obtained from Normals | Dec 16, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| High-fidelity 3D Human Digitization from Single 2K Resolution Images | Mar 27, 2023 | 2k3D Human Reconstruction | CodeCode Available | 2 |
| Accurate 3D Body Shape Regression using Metric and Semantic Attributes | Jun 14, 2022 | 3D Human Reconstruction3D Human Shape Estimation | CodeCode Available | 2 |
| SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes | Apr 8, 2021 | 3D Human Reconstruction | CodeCode Available | 1 |
| BEHAVE: Dataset and Method for Tracking Human Object Interactions | Apr 14, 2022 | 3D Human Reconstruction3D Object Reconstruction | CodeCode Available | 1 |
| Super-resolution 3D Human Shape from a Single Low-Resolution Image | Aug 23, 2022 | 3D Human Reconstruction3D Human Shape Estimation | CodeCode Available | 1 |
| 3D Human Mesh Regression with Dense Correspondence | Jun 10, 2020 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 1 |
| Nerfies: Deformable Neural Radiance Fields | Nov 25, 2020 | 3D Human ReconstructionNeRF | CodeCode Available | 1 |
| DeepHuman: 3D Human Reconstruction from a Single Image | Mar 15, 2019 | 3D Human ReconstructionDiversity | CodeCode Available | 1 |
| AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling | Mar 25, 2022 | 3D Human Dynamics3D Human Reconstruction | CodeCode Available | 1 |
| SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos | Dec 27, 2021 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell | Apr 22, 2020 | 3D Human Reconstructionregression | CodeCode Available | 1 |
| Efficient Neural Implicit Representation for 3D Human Reconstruction | Oct 23, 2024 | 3D Human ReconstructionComputational Efficiency | CodeCode Available | 1 |
| AGORA: Avatars in Geography Optimized for Regression Analysis | Apr 29, 2021 | 2D Human 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 |
| Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation | Nov 23, 2020 | 3D Hand Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| RFNet-4D++: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds with Cross-Attention Spatio-Temporal Features | Mar 30, 2022 | 3D Human Reconstruction3D Reconstruction | CodeCode Available | 1 |
| Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction | Jul 22, 2020 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 1 |
| Occupancy Planes for Single-view RGB-D Human Reconstruction | Aug 4, 2022 | 3D Human Reconstruction | CodeCode Available | 1 |
| Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild | Jul 30, 2020 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 1 |
| SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks | Apr 7, 2021 | 3D Human ReconstructionWeakly-supervised Learning | CodeCode Available | 1 |
| Collaborative Regression of Expressive Bodies using Moderation | May 11, 2021 | 3D Face Reconstruction3D Hand Pose Estimation | CodeCode Available | 1 |
| Monocular Expressive Body Regression through Body-Driven Attention | Aug 20, 2020 | 3D Face Reconstruction3D Hand Pose Estimation | 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 |
| Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images | Nov 6, 2023 | 3D Human Reconstruction | CodeCode Available | 1 |
| HumanGif: Single-View Human Diffusion with Generative Prior | Feb 17, 2025 | 3D Human ReconstructionNeRF | CodeCode Available | 1 |
| AnthroNet: Conditional Generation of Humans via Anthropometrics | Sep 7, 2023 | 3D human pose and shape estimation3D Human Reconstruction | CodeCode Available | 1 |
| Coherent Reconstruction of Multiple Humans from a Single Image | Jun 15, 2020 | 3D Depth Estimation3D Human Reconstruction | CodeCode Available | 1 |
| Animatable Neural Radiance Fields from Monocular RGB Videos | Jun 25, 2021 | 3D Human ReconstructionNeRF | CodeCode Available | 1 |
| I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image | Aug 9, 2020 | 3D Hand Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Self-supervised 3D Representation Learning of Dressed Humans from Social Media Videos | Mar 4, 2021 | 3D Human ReconstructionDepth Estimation | CodeCode Available | 1 |
| CHORE: Contact, Human and Object REconstruction from a single RGB image | Apr 5, 2022 | 3D Human Reconstruction3D Object Reconstruction | CodeCode Available | 1 |
| Leveraging MoCap Data for Human Mesh Recovery | Oct 18, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 1 |
| NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image | Jul 30, 2020 | 3D Human ReconstructionDenoising | CodeCode Available | 1 |
