SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 162 papers

TitleStatusHype
MoMask: Generative Masked Modeling of 3D Human MotionsCode3
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed DiffusionCode2
HumanMAC: Masked Motion Completion for Human Motion PredictionCode2
BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion GenerationCode2
The Garden of Forking Paths: Towards Multi-Future Trajectory PredictionCode1
Multi-Transmotion: Pre-trained Model for Human Motion PredictionCode1
Back to MLP: A Simple Baseline for Human Motion PredictionCode1
Multi-level Motion Attention for Human Motion PredictionCode1
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive TransformersCode1
Peeking into the Future: Predicting Future Person Activities and Locations in VideosCode1
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory PredictionCode1
STPOTR: Simultaneous Human Trajectory and Pose Prediction Using a Non-Autoregressive Transformer for Robot Following AheadCode1
Weakly-supervised Action Transition Learning for Stochastic Human Motion PredictionCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
DAG-Net: Double Attentive Graph Neural Network for Trajectory ForecastingCode1
Long-term Human Motion Prediction with Scene ContextCode1
GIMO: Gaze-Informed Human Motion Prediction in ContextCode1
Learning Trajectory Dependencies for Human Motion PredictionCode1
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion PredictionCode1
A Spatio-temporal Transformer for 3D Human Motion PredictionCode1
Multi-Person Extreme Motion PredictionCode1
Multi-view Tracking Using Weakly Supervised Human Motion PredictionCode1
Skeleton-Parted Graph Scattering Networks for 3D Human Motion PredictionCode1
Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationCode1
Stochastic Multi-Person 3D Motion ForecastingCode1
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion PredictionCode1
CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion DiffusionCode1
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion PredictionCode1
GCNext: Towards the Unity of Graph Convolutions for Human Motion PredictionCode1
SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot InteractionCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion PredictionCode1
Generating Smooth Pose Sequences for Diverse Human Motion PredictionCode1
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion ForecastingCode1
Generative Model-Enhanced 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
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion PredictionCode1
Learning Semantic Latent Directions for Accurate and Controllable Human Motion PredictionCode1
MotionAug: Augmentation with Physical Correction for Human Motion PredictionCode1
Motion Prediction Using Temporal Inception ModuleCode1
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
Forecasting Characteristic 3D Poses of Human Actions—0
An Attractor-Guided Neural Networks for Skeleton-Based Human Motion Prediction—0
Forecasting of 3D Whole-body Human Poses with Grasping Objects—0
CacheFlow: Fast Human Motion Prediction by Cached Normalizing Flow—0
Adversarial Geometry-Aware Human Motion Prediction—0
3D Human motion anticipation and classification—0
Show:102550
← PrevPage 1 of 4Next →

No leaderboard results yet.