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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 51–100 of 162 papers

TitleStatusHype
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion PredictionCode1
Learning Snippet-to-Motion Progression for Skeleton-based Human Motion Prediction—0
Physics-constrained Attack against Convolution-based Human Motion PredictionCode0
Stochastic Multi-Person 3D Motion ForecastingCode1
CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion DiffusionCode1
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction—0
Towards Accurate Human Motion Prediction via Iterative Refinement—0
A Neuro-Symbolic Approach for Enhanced Human Motion PredictionCode0
DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback—0
Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction—0
SPOTR: Spatio-temporal Pose Transformers for Human Motion Prediction—0
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal AnchorsCode1
HumanMAC: Masked Motion Completion for Human Motion PredictionCode2
Decompose More and Aggregate Better: Two Closer Looks at Frequency Representation Learning for Human Motion Prediction—0
Few-shot human motion prediction for heterogeneous sensorsCode0
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion PredictionCode1
Multi-view Tracking Using Weakly Supervised Human Motion PredictionCode1
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction—0
KP-RNN: A Deep Learning Pipeline for Human Motion Prediction and Synthesis of Performance ArtCode0
STPOTR: Simultaneous Human Trajectory and Pose Prediction Using a Non-Autoregressive Transformer for Robot Following AheadCode1
DMMGAN: Diverse Multi Motion Prediction of 3D Human Joints using Attention-Based Generative Adverserial Network—0
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction—0
Skeleton-Parted Graph Scattering Networks for 3D Human Motion PredictionCode1
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary SpaceCode1
Learning Disentangled Representations for Controllable Human Motion Prediction—0
Back to MLP: A Simple Baseline for Human Motion PredictionCode1
Conditioned Human Trajectory Prediction using Iterative Attention Blocks—0
Weakly-supervised Action Transition Learning for Stochastic Human Motion PredictionCode1
GIMO: Gaze-Informed Human Motion Prediction in ContextCode1
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion PredictionCode1
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion PredictionCode1
MotionAug: Augmentation with Physical Correction for Human Motion PredictionCode1
Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationCode1
3D Human Motion Prediction: A Survey—0
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction—0
3D Skeleton-based Human Motion Prediction with Manifold-Aware GAN—0
Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation—0
Dyadic Human Motion Prediction—0
Action-guided 3D Human Motion Prediction—0
Probabilistic Transformer For Time Series Analysis—0
SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot InteractionCode1
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive TransformersCode1
Learning to Predict Diverse Human Motions from a Single Image via Mixture Density Networks—0
CovarianceNet: Conditional Generative Model for Correct Covariance Prediction in Human Motion Prediction—0
Generating Smooth Pose Sequences for Diverse Human Motion PredictionCode1
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion PredictionCode1
Development of Human Motion Prediction Strategy using Inception Residual Block—0
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction—0
Probabilistic Human Motion Prediction via A Bayesian Neural Network—0
Uncertainty-aware Human Motion Prediction—0
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