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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 11–20 of 58 papers

Title	Date	Tasks	Status	Hype
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

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