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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 1–50 of 162 papers

TitleStatusHype
MoMask: Generative Masked Modeling of 3D Human MotionsCode3
BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion GenerationCode2
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed DiffusionCode2
HumanMAC: Masked Motion Completion for Human Motion PredictionCode2
Weakly-supervised Action Transition Learning for Stochastic Human Motion PredictionCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
Back to MLP: A Simple Baseline for 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
STPOTR: Simultaneous Human Trajectory and Pose Prediction Using a Non-Autoregressive Transformer for Robot Following AheadCode1
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion PredictionCode1
MotionAug: Augmentation with Physical Correction for Human Motion PredictionCode1
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion PredictionCode1
Multi-level Motion Attention for 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
Peeking into the Future: Predicting Future Person Activities and Locations in VideosCode1
GIMO: Gaze-Informed Human Motion Prediction in ContextCode1
Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationCode1
A Spatio-temporal Transformer for 3D Human Motion PredictionCode1
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion PredictionCode1
Stochastic Multi-Person 3D Motion ForecastingCode1
Motion Prediction Using Temporal Inception ModuleCode1
Long-term Human Motion Prediction with Scene ContextCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion PredictionCode1
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion PredictionCode1
Multi-Transmotion: Pre-trained Model for Human Motion PredictionCode1
Multi-Person Extreme Motion PredictionCode1
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive TransformersCode1
Learning Trajectory Dependencies for Human Motion PredictionCode1
SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot InteractionCode1
Learning Semantic Latent Directions for Accurate and Controllable Human Motion PredictionCode1
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion ForecastingCode1
Multi-view Tracking Using Weakly Supervised Human Motion PredictionCode1
DAG-Net: Double Attentive Graph Neural Network for Trajectory ForecastingCode1
GCNext: Towards the Unity of Graph Convolutions for Human Motion PredictionCode1
Generating Smooth Pose Sequences for Diverse Human Motion PredictionCode1
Generative Model-Enhanced Human Motion PredictionCode1
Skeleton-Parted Graph Scattering Networks for 3D Human Motion PredictionCode1
CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion DiffusionCode1
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
KP-RNN: A Deep Learning Pipeline for Human Motion Prediction and Synthesis of Performance ArtCode0
Complex Gated Recurrent Neural NetworksCode0
A Mixture of Experts Approach to 3D Human Motion PredictionCode0
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GANCode0
Dynamic Compositional Graph Convolutional Network for Efficient Composite Human Motion PredictionCode0
Long Term Motion Prediction Using KeyposesCode0
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