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 151–162 of 162 papers

Title	Date	Tasks	Status
Complex Gated Recurrent Neural Networks	Jun 21, 2018	Human motion predictionmotion prediction	CodeCode Available
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN	Dec 6, 2018	Human motion predictionmotion prediction	CodeCode Available
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs	Apr 20, 2019	Generative Adversarial NetworkHuman motion prediction	CodeCode Available
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction	Mar 17, 2021	Human motion predictionmotion prediction	CodeCode Available
On human motion prediction using recurrent neural networks	May 6, 2017	Human motion predictionHuman Pose Forecasting	CodeCode Available
Spatio-Temporal Branching for Motion Prediction using Motion Increments	Aug 2, 2023	Human motion predictionKnowledge Distillation	CodeCode Available
A Mixture of Experts Approach to 3D Human Motion Prediction	May 9, 2024	Human motion predictionMixture-of-Experts	CodeCode Available
PVRED: A Position-Velocity Recurrent Encoder-Decoder for Human Motion Prediction	Jun 15, 2019	DecoderHuman motion prediction	CodeCode Available
Few-shot human motion prediction for heterogeneous sensors	Dec 22, 2022	Few-Shot LearningHuman motion prediction	CodeCode Available
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration	Mar 21, 2024	DecoderHuman motion prediction	CodeCode Available
Past Movements-Guided Motion Representation Learning for Human Motion Prediction	Aug 4, 2024	Human motion predictionmotion prediction	CodeCode Available
Stochastic Human Motion Prediction with Memory of Action Transition and Action Characteristic	Jul 5, 2025	Human motion predictionmotion prediction	CodeCode Available

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