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 51–75 of 162 papers

Title	Date	Tasks	Status	Score
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs	Apr 20, 2019	Generative Adversarial NetworkHuman motion prediction	CodeCode Available	5
Spatio-Temporal Branching for Motion Prediction using Motion Increments	Aug 2, 2023	Human motion predictionKnowledge Distillation	CodeCode Available	5
Stochastic Human Motion Prediction with Memory of Action Transition and Action Characteristic	Jul 5, 2025	Human motion predictionmotion prediction	CodeCode Available	5
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration	Mar 21, 2024	DecoderHuman motion prediction	CodeCode Available	5
Dynamic Compositional Graph Convolutional Network for Efficient Composite Human Motion Prediction	Nov 23, 2023	Action GenerationHuman motion prediction	CodeCode Available	5
On human motion prediction using recurrent neural networks	May 6, 2017	Human motion predictionHuman Pose Forecasting	CodeCode Available	5
A Mixture of Experts Approach to 3D Human Motion Prediction	May 9, 2024	Human motion predictionMixture-of-Experts	CodeCode Available	5
Structured Prediction Helps 3D Human Motion Modelling	Oct 20, 2019	Human motion predictionMotion Forecasting	CodeCode Available	5
DeepSSM: Deep State-Space Model for 3D Human Motion Prediction	May 25, 2020	Human motion predictionmotion prediction	CodeCode Available	5
Multi-Resolution Haar Network: Enhancing human motion prediction via Haar transform	May 19, 2025	Human motion predictionmotion prediction	CodeCode Available	5
KP-RNN: A Deep Learning Pipeline for Human Motion Prediction and Synthesis of Performance Art	Oct 9, 2022	Human motion predictionImage-to-Image Translation	CodeCode Available	5
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction	Mar 17, 2021	Human motion predictionmotion prediction	CodeCode Available	5
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction	Aug 31, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	5
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies	Feb 20, 2019	Human motion predictionmotion prediction	CodeCode Available	5
Long Term Motion Prediction Using Keyposes	Dec 8, 2020	Autonomous DrivingHuman motion prediction	CodeCode Available	5
A Neuro-Symbolic Approach for Enhanced Human Motion Prediction	Apr 23, 2023	Human motion predictionmotion prediction	CodeCode Available	5
HP-GAN: Probabilistic 3D human motion prediction via GAN	Nov 27, 2017	Autonomous VehiclesHuman motion prediction	CodeCode Available	5
Human Motion Prediction via Spatio-Temporal Inpainting	Oct 1, 2019	Generative Adversarial NetworkHuman motion prediction	CodeCode Available	5
Past Movements-Guided Motion Representation Learning for Human Motion Prediction	Aug 4, 2024	Human motion predictionmotion prediction	CodeCode Available	5
A Neural Temporal Model for Human Motion Prediction	Sep 9, 2018	Human motion predictionmodel	CodeCode Available	5
Human Motion Prediction via Spatio-Temporal Inpainting	Dec 13, 2018	Generative Adversarial NetworkHuman motion prediction	CodeCode Available	5
Learning Dynamic Relationships for 3D Human Motion Prediction	Jun 1, 2020	Action AnalysisHuman motion prediction	CodeCode Available	5
GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction	Dec 19, 2023	Collision AvoidanceDenoising	—Unverified	0
Gaze-guided Hand-Object Interaction Synthesis: Dataset and Method	Mar 24, 2024	DenoisingHuman motion prediction	—Unverified	0
Forecasting of 3D Whole-body Human Poses with Grasping Objects	Jan 1, 2024	Human motion predictionmotion prediction	—Unverified	0

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