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Bidirectional Transformer GAN for Long-term Human Motion Prediction

https://doi.org/10.1145/3579359
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s00221-008-1355-3openalex-snapshot
The statistics of natural hand movements
inferredcites →https://doi.org/10.1016/j.jmsy.2017.04.009openalex-snapshot
Human motion prediction for human-robot collaboration
inferredcites →https://doi.org/10.1109/cvpr.1993openalex-snapshot
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition
inferredcites →https://doi.org/10.1109/cvpr.2016.573openalex-snapshot
Structural-RNN: Deep Learning on Spatio-Temporal Graphs
inferredcites →https://doi.org/10.1109/cvpr.2017.18openalex-snapshot
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/cvpr.2017.497openalex-snapshot
On Human Motion Prediction Using Recurrent Neural Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00548openalex-snapshot
Convolutional Sequence to Sequence Model for Human Dynamics
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00029openalex-snapshot
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction
inferredcites →https://doi.org/10.1109/iccv.2017.244openalex-snapshot
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
inferredcites →https://doi.org/10.1109/tpami.2013.248openalex-snapshot
Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments
inferredcites →https://doi.org/10.1109/tpami.2015.2430335openalex-snapshot
Anticipating Human Activities Using Object Affordances for Reactive Robotic Response
inferredcites →https://doi.org/10.1145/3394171.3413932openalex-snapshot
Self-supervised Dance Video Synthesis Conditioned on Music
inferredcites →https://doi.org/10.1145/3449359openalex-snapshot
Where Are They Going? Predicting Human Behaviors in Crowded Scenes
inferredcites →https://doi.org/10.1145/3451390openalex-snapshot
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders
inferredcites →https://doi.org/10.1145/3474085.3475237openalex-snapshot
Motion Prediction via Joint Dependency Modeling in Phase Space
inferredcites →https://doi.org/10.1145/3474085.3475630openalex-snapshot
Learning Human Motion Prediction via Stochastic Differential Equations
inferredcites →https://doi.org/10.1145/3474085.3479231openalex-snapshot
Video Relation Detection via Tracklet based Visual Transformer
inferredcites →https://doi.org/10.1145/3503927openalex-snapshot
Scenario-Aware Recurrent Transformer for Goal-Directed Video Captioning
inferredcites →https://doi.org/10.1145/3505244openalex-snapshot
Transformers in Vision: A Survey
inferredcites →https://doi.org/10.24963/ijcai.2018/130openalex-snapshot
Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics
inferredcites →https://doi.org/10.48550/arxiv.1906.08237openalex-snapshot
XLNet: Generalized Autoregressive Pretraining for Language Understanding

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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NeuroSync: A Dual-Path Dynamically Modulated Framework with Spatiotemporal Compression for Human Action Recognition
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Self-evolution asset generation in native cloud VR game runtime using adversarial procedural action synthesis factory
inferred← citeshttps://doi.org/10.1007/s11801-025-4119-4openalex-snapshot
Robust human motion prediction via integration of spatial and temporal cues
inferred← citeshttps://doi.org/10.1007/s13042-025-02646-5openalex-snapshot
Enhanced spatio-temporal motion prediction using transformer-augmented graph convolutional networks
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113676openalex-snapshot
Adaptive self-correction network for human motion prediction
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113909openalex-snapshot
Multi-granularity spatiotemporal fusion neural network with denoising reconstruction for human motion prediction
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131877openalex-snapshot
Improving long-term human motion prediction for physical exercise actions using a lightweight approach
inferred← citeshttps://doi.org/10.1016/j.imavis.2024.104926openalex-snapshot
Recent advances in deterministic human motion prediction: A review
inferred← citeshttps://doi.org/10.1016/j.ins.2025.122887openalex-snapshot
Bidirectional motion-aware GAN for future frame prediction in autonomous driving
inferred← citeshttps://doi.org/10.1016/j.knosys.2023.110948openalex-snapshot
A human-like action learning process: Progressive pose generation for motion prediction
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.127683openalex-snapshot
Simplified neural architecture for efficient human motion prediction in human-robot interaction
inferred← citeshttps://doi.org/10.1016/j.neucom.2026.134377openalex-snapshot
A systematic literature review on 3-dimensional video generation: Representation, techniques, applications, and challenges
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106153openalex-snapshot
AMHGCN: Adaptive multi-level hypergraph convolution network for human motion prediction
inferred← citeshttps://doi.org/10.1016/j.patcog.2026.113281openalex-snapshot
SMRNet: Stacked motion residual learning with spatiotemporal modeling in diffusion models for human motion prediction
inferred← citeshttps://doi.org/10.1038/s44387-026-00083-5openalex-snapshot
Recent advances in intelligent wearable systems: from multiscale biomechanical features towards human motion intent prediction
inferred← citeshttps://doi.org/10.1109/access.2024.3434695openalex-snapshot
Human Motion Prediction: Assessing Direct and Geometry-Aware Approaches in 3D Space
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.00208openalex-snapshot
Rethinking Human Motion Prediction with Symplectic Integral
inferred← citeshttps://doi.org/10.1109/icip51287.2024.10648098openalex-snapshot
Motion-Lie Transformer: Geometric Attention For 3D Human Pose Motion Prediction
inferred← citeshttps://doi.org/10.1109/rait65068.2025.11089203openalex-snapshot
Future Frame Prediction Using a U-Net-Based Wasserstein Generative Adversarial Network (WGAN) Approach
inferred← citeshttps://doi.org/10.1109/tai.2024.3404910openalex-snapshot
Transformer-Based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1109/tcds.2025.3577118openalex-snapshot
Towards Diverse and Natural Stochastic Human Motion Prediction With a Novel Multiobjective Optimization Framework
inferred← citeshttps://doi.org/10.1109/tetci.2024.3386840openalex-snapshot
Multilevel Joint Association Networks for Diverse Human Motion Prediction
inferred← citeshttps://doi.org/10.1109/tip.2024.3414935openalex-snapshot
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction
inferred← citeshttps://doi.org/10.1109/tmm.2023.3242152openalex-snapshot
Interaction Transformer for Human Reaction Generation
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3583597openalex-snapshot
Highly Condensed All-MLP Architecture for Long-Term Human Motion Prediction
inferred← citeshttps://doi.org/10.1115/1.4072731openalex-snapshot
LongGen-HMP: A Generative Real-Time Framework for Human Motion Prediction Via Residual Refinement
inferred← citeshttps://doi.org/10.1142/s0219519426400373openalex-snapshot
TRANSFORMER FOR INDIVIDUALIZED SPORTS MOTION ANALYSIS AND HEALTH-RELATED ACTIVITY RECOGNITION BASED ON MULTIMODAL DEEP LEARNING METHOD
inferred← citeshttps://doi.org/10.1142/s0219519426400968openalex-snapshot
A SMART HEALTH EVALUATION SYSTEM AND OPTIMIZATION MECHANISM FOR SPORTS ACTIONS INCORPORATING BigGAN
inferred← citeshttps://doi.org/10.1145/3633781openalex-snapshot
Efficient Video Transformers via Spatial-temporal Token Merging for Action Recognition
inferred← citeshttps://doi.org/10.1145/3703935.3704064openalex-snapshot
Multi-space Behavior-sensitive Feature Learning for 3D skeleton-based Human Motion Prediction
inferred← citeshttps://doi.org/10.1145/3847665openalex-snapshot
Pose Magic++: Integrating Mamba and HyperGCN for Efficient and Temporally Consistent 3D Human Pose Estimation
inferred← citeshttps://doi.org/10.1145/3856803openalex-snapshot
SE-Former: Skeleton-Enhanced Learning Framework for 3D Human Motion Prediction
inferred← citeshttps://doi.org/10.1177/14727978251380798openalex-snapshot
Generative adversarial network-driven dynamic motion generation and optimization for labor roles
inferred← citeshttps://doi.org/10.1609/aaai.v38i3.27979openalex-snapshot
Hand-Centric Motion Refinement for 3D Hand-Object Interaction via Hierarchical Spatial-Temporal Modeling
inferred← citeshttps://doi.org/10.3390/ai5040139openalex-snapshot
Dynamic Differencing-Based Hybrid Network for Improved 3D Skeleton-Based Motion Prediction
inferred← citeshttps://doi.org/10.3390/sym17091489openalex-snapshot
Transformer-Driven GAN for High-Fidelity Edge Clutter Generation with Spatiotemporal Joint Perception
inferred← citeshttps://doi.org/10.70675/ee87bea2z8f86z484bz9ce6z0a61e051a7c4openalex-snapshot
Context-aware pedestrian behavior agentification using innovative deep learning methods on video and 3D data
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