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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
SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot InteractionCode1
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive TransformersCode1
Generating Smooth Pose Sequences for Diverse Human Motion PredictionCode1
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion PredictionCode1
Multi-level Motion Attention for Human Motion PredictionCode1
Multi-Person Extreme Motion PredictionCode1
Motion Prediction Using Temporal Inception ModuleCode1
Generative Model-Enhanced Human Motion PredictionCode1
History Repeats Itself: Human Motion Prediction via Motion AttentionCode1
Long-term Human Motion Prediction with Scene ContextCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion PredictionCode1
DAG-Net: Double Attentive Graph Neural Network for Trajectory ForecastingCode1
A Spatio-temporal Transformer for 3D Human Motion PredictionCode1
DLow: Diversifying Latent Flows for Diverse Human Motion PredictionCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory PredictionCode1
The Garden of Forking Paths: Towards Multi-Future Trajectory PredictionCode1
Learning Trajectory Dependencies for Human Motion PredictionCode1
Peeking into the Future: Predicting Future Person Activities and Locations in VideosCode1
Temporal Continual Learning with Prior Compensation for Human Motion PredictionCode0
Stochastic Human Motion Prediction with Memory of Action Transition and Action CharacteristicCode0
CacheFlow: Fast Human Motion Prediction by Cached Normalizing Flow—0
Multi-Resolution Haar Network: Enhancing human motion prediction via Haar transformCode0
Human Motion Prediction via Test-domain-aware Adaptation with Easily-available Human Motions Estimated from Videos—0
Enhancing Human Motion Prediction via Multi-range Decoupling Decoding with Gating-adjusting Aggregation—0
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