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Human motion prediction

Action prediction is a pre-fact video understanding task, which focuses on future states, in other words, it needs to reason about future states or infer action labels before the end of action execution.

Papers

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Showing 26–50 of 162 papers

TitleStatusHype
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion PredictionCode1
CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion DiffusionCode1
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion PredictionCode1
GCNext: Towards the Unity of Graph Convolutions for Human Motion PredictionCode1
SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot InteractionCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion PredictionCode1
Generating Smooth Pose Sequences for Diverse Human Motion PredictionCode1
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion ForecastingCode1
Generative Model-Enhanced Human Motion PredictionCode1
History Repeats Itself: Human Motion Prediction via Motion AttentionCode1
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion PredictionCode1
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion PredictionCode1
Learning Semantic Latent Directions for Accurate and Controllable Human Motion PredictionCode1
MotionAug: Augmentation with Physical Correction for Human Motion PredictionCode1
Motion Prediction Using Temporal Inception ModuleCode1
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal AnchorsCode1
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary SpaceCode1
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion PredictionCode1
DLow: Diversifying Latent Flows for Diverse Human Motion PredictionCode1
Forecasting Characteristic 3D Poses of Human Actions—0
An Attractor-Guided Neural Networks for Skeleton-Based Human Motion Prediction—0
Forecasting of 3D Whole-body Human Poses with Grasping Objects—0
CacheFlow: Fast Human Motion Prediction by Cached Normalizing Flow—0
Adversarial Geometry-Aware Human Motion Prediction—0
3D Human motion anticipation and classification—0
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