| MotionMap: Representing Multimodality in Human Pose Forecasting | Dec 25, 2024 | Human Pose Forecasting | CodeCode Available | 1 |
| EgoCast: Forecasting Egocentric Human Pose in the Wild | Dec 3, 2024 | Human Pose ForecastingMotion Estimation | —Unverified | 0 |
| Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning | Apr 8, 2024 | Human Pose Forecasting | CodeCode Available | 1 |
| Exploring 3D Human Pose Estimation and Forecasting from the Robot's Perspective: The HARPER Dataset | Mar 21, 2024 | 3D Human Pose EstimationHuman Pose Forecasting | —Unverified | 0 |
| Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting | Feb 21, 2024 | Autonomous DrivingHuman motion prediction | CodeCode Available | 1 |
| Expressive Forecasting of 3D Whole-body Human Motions | Dec 19, 2023 | Human Pose ForecastingMotion Forecasting | CodeCode Available | 1 |
| GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction | Dec 19, 2023 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Personalized Pose Forecasting | Dec 6, 2023 | Human Pose ForecastingMotion Forecasting | —Unverified | 0 |
| Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling | Oct 11, 2023 | Human Pose Forecasting | —Unverified | 0 |
| Scene-aware Human Motion Forecasting via Mutual Distance Prediction | Oct 1, 2023 | Human Pose ForecastingMotion Forecasting | CodeCode Available | 1 |
| Staged Contact-Aware Global Human Motion Forecasting | Sep 16, 2023 | Human Pose ForecastingMotion Estimation | CodeCode Available | 0 |
| AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations | Sep 9, 2023 | Human Pose Forecasting | —Unverified | 0 |
| InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion | Aug 31, 2023 | 3D Human DynamicsHuman Dynamics | CodeCode Available | 2 |
| Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction | Aug 31, 2023 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 0 |
| Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction | Aug 17, 2023 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis | Aug 14, 2023 | Human Pose ForecastingMotion Synthesis | —Unverified | 0 |
| TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction | Jul 30, 2023 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | Jul 14, 2023 | 2D Human Pose EstimationAnomaly Detection | CodeCode Available | 1 |
| Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction | May 19, 2023 | DisentanglementDiversity | —Unverified | 0 |
| Towards Accurate Human Motion Prediction via Iterative Refinement | May 8, 2023 | Human motion predictionHuman Pose Forecasting | —Unverified | 0 |
| Toward Reliable Human Pose Forecasting with Uncertainty | Apr 13, 2023 | Human Pose Forecasting | CodeCode Available | 1 |
| Best Practices for 2-Body Pose Forecasting | Apr 12, 2023 | Human Pose ForecastingMotion Forecasting | CodeCode Available | 1 |
| Multi-Graph Convolution Network for Pose Forecasting | Apr 11, 2023 | Human Pose ForecastingPose Prediction | —Unverified | 0 |
| Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction | Apr 7, 2023 | Human motion predictionHuman Pose Forecasting | —Unverified | 0 |
| EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning | Mar 20, 2023 | Human Pose Forecastingmotion prediction | CodeCode Available | 1 |
| Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors | Feb 9, 2023 | DiversityHuman motion prediction | CodeCode Available | 1 |
| HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting | Jan 1, 2023 | Human Pose ForecastingPose Estimation | CodeCode Available | 0 |
| BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction | Nov 25, 2022 | DiversityHuman motion prediction | CodeCode Available | 1 |
| A generic diffusion-based approach for 3D human pose prediction in the wild | Oct 11, 2022 | DenoisingHuman Pose Forecasting | CodeCode Available | 1 |
| Contact-aware Human Motion Forecasting | Oct 8, 2022 | Human Pose ForecastingMotion Forecasting | CodeCode Available | 1 |
| SoMoFormer: Multi-Person Pose Forecasting with Transformers | Aug 30, 2022 | Human Pose Forecastingmotion prediction | CodeCode Available | 1 |
| Pose Forecasting in Industrial Human-Robot Collaboration | Jul 24, 2022 | Human Pose Forecasting | CodeCode Available | 1 |
| Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space | Jul 15, 2022 | DiversityHuman motion prediction | CodeCode Available | 1 |
| Back to MLP: A Simple Baseline for Human Motion Prediction | Jul 4, 2022 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| MotionMixer: MLP-based 3D Human Body Pose Forecasting | Jul 1, 2022 | Human Pose Forecasting | CodeCode Available | 1 |
| Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction | Mar 30, 2022 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Intention-based Long-Term Human Motion Anticipation | Dec 1, 2021 | DiversityHuman Pose Forecasting | CodeCode Available | 0 |
| Space-Time-Separable Graph Convolutional Network for Pose Forecasting | Oct 9, 2021 | Human Pose ForecastingSTS | CodeCode Available | 1 |
| Generating Smooth Pose Sequences for Diverse Human Motion Prediction | Aug 19, 2021 | DiversityHuman motion prediction | CodeCode Available | 1 |
| MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction | Aug 16, 2021 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Robust Motion In-betweening | Feb 9, 2021 | Human Pose Forecastingmotion in-betweening | CodeCode Available | 2 |
| DLow: Diversifying Latent Flows for Diverse Human Motion Prediction | Mar 18, 2020 | DiversityHuman motion prediction | CodeCode Available | 1 |
| Imitation Learning for Human Pose Prediction | Sep 8, 2019 | Deep Reinforcement LearningHuman Pose Forecasting | —Unverified | 0 |
| Learning Trajectory Dependencies for Human Motion Prediction | Aug 15, 2019 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Diverse Trajectory Forecasting with Determinantal Point Processes | Jul 11, 2019 | Autonomous VehiclesDiversity | —Unverified | 0 |
| Ego-Pose Estimation and Forecasting as Real-Time PD Control | Jun 7, 2019 | Egocentric Pose EstimationHuman Pose Forecasting | CodeCode Available | 0 |
| Action-Agnostic Human Pose Forecasting | Oct 23, 2018 | Human DynamicsHuman Pose Forecasting | CodeCode Available | 0 |
| MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics | Aug 14, 2018 | Human DynamicsHuman Pose Forecasting | CodeCode Available | 0 |
| Learning to Forecast and Refine Residual Motion for Image-to-Video Generation | Jul 26, 2018 | Human Pose ForecastingImage to Video Generation | CodeCode Available | 0 |
| Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective | Jun 20, 2018 | Human Pose Forecasting | CodeCode Available | 0 |
