Human Pose Forecasting

Human pose forecasting is the task of detecting and predicting future human poses.

( Image credit: EgoPose )

Papers

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Showing 1–25 of 58 papers

Title	Date	Tasks	Status	Hype
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion	Aug 31, 2023	3D Human DynamicsHuman Dynamics	CodeCode Available	2
Robust Motion In-betweening	Feb 9, 2021	Human Pose Forecastingmotion in-betweening	CodeCode Available	2
MotionMap: Representing Multimodality in Human Pose Forecasting	Dec 25, 2024	Human Pose Forecasting	CodeCode Available	1
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning	Apr 8, 2024	Human Pose Forecasting	CodeCode Available	1
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
Scene-aware Human Motion Forecasting via Mutual Distance Prediction	Oct 1, 2023	Human Pose ForecastingMotion Forecasting	CodeCode Available	1
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction	Aug 17, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1
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
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
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
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
Space-Time-Separable Graph Convolutional Network for Pose Forecasting	Oct 9, 2021	Human Pose ForecastingSTS	CodeCode Available	1

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