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Stochastic Human Motion Prediction

Stochastic Human Motion Prediction assumes future stochasticity and therefore tackles the task from a generative point of view. Instead of predicting a single future, it predicts N possible futures.

Papers

Showing 19 of 9 papers

TitleStatusHype
Weakly-supervised Action Transition Learning for Stochastic Human Motion PredictionCode1
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal AnchorsCode1
Stochastic Multi-Person 3D Motion ForecastingCode1
CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion DiffusionCode1
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion PredictionCode1
Learning Semantic Latent Directions for Accurate and Controllable Human Motion PredictionCode1
Stochastic Human Motion Prediction with Memory of Action Transition and Action CharacteristicCode0
GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction0
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction0
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