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

Title	Date	Tasks	Status	Hype	Score
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction	Nov 25, 2022	DiversityHuman motion prediction	CodeCode Available	1	5
Multi-Transmotion: Pre-trained Model for Human Motion Prediction	Nov 4, 2024	Human motion predictionmotion prediction	CodeCode Available	1	5
Multi-Person Extreme Motion Prediction	May 18, 2021	Human motion predictionmotion prediction	CodeCode Available	1	5
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers	Sep 15, 2021	ClassificationHuman motion prediction	CodeCode Available	1	5
Learning Trajectory Dependencies for Human Motion Prediction	Aug 15, 2019	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction	Oct 2, 2021	Human motion predictionMotion Planning	CodeCode Available	1	5
Learning Semantic Latent Directions for Accurate and Controllable Human Motion Prediction	Jul 16, 2024	DiversityHuman motion prediction	CodeCode Available	1	5
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting	Feb 21, 2024	Autonomous DrivingHuman motion prediction	CodeCode Available	1	5
Multi-view Tracking Using Weakly Supervised Human Motion Prediction	Oct 19, 2022	Human motion predictionmotion prediction	CodeCode Available	1	5
DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting	May 26, 2020	Graph Neural NetworkHuman motion prediction	CodeCode Available	1	5
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction	Dec 19, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
Generating Smooth Pose Sequences for Diverse Human Motion Prediction	Aug 19, 2021	DiversityHuman motion prediction	CodeCode Available	1	5
Generative Model-Enhanced Human Motion Prediction	Oct 5, 2020	Human motion predictionmodel	CodeCode Available	1	5
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction	Jul 31, 2022	Human motion predictionmotion prediction	CodeCode Available	1	5
CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion	May 21, 2023	DiversityHuman motion prediction	CodeCode Available	1	5
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors	Feb 9, 2023	DiversityHuman motion prediction	CodeCode Available	1	5
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space	Jul 15, 2022	DiversityHuman motion prediction	CodeCode Available	1	5
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction	Aug 17, 2023	Human motion predictionHuman Pose Forecasting	CodeCode Available	1	5
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction	Mar 18, 2020	DiversityHuman motion prediction	CodeCode Available	1	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	0	5
Complex Gated Recurrent Neural Networks	Jun 21, 2018	Human motion predictionmotion prediction	CodeCode Available	0	5
A Mixture of Experts Approach to 3D Human Motion Prediction	May 9, 2024	Human motion predictionMixture-of-Experts	CodeCode Available	0	5
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN	Dec 6, 2018	Human motion predictionmotion prediction	CodeCode Available	0	5
Dynamic Compositional Graph Convolutional Network for Efficient Composite Human Motion Prediction	Nov 23, 2023	Action GenerationHuman motion prediction	CodeCode Available	0	5
Long Term Motion Prediction Using Keyposes	Dec 8, 2020	Autonomous DrivingHuman motion prediction	CodeCode Available	0	5

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