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Pedestrian Trajectory Prediction

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Showing 1–50 of 121 papers

TitleStatusHype
Deep Residual Learning for Image RecognitionCode4
SocialCircle+: Learning the Angle-based Conditioned Interaction Representation for Pedestrian Trajectory PredictionCode2
Stochastic Trajectory Prediction via Motion Indeterminacy DiffusionCode2
Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory PredictionCode1
DSTIGCN: Deformable Spatial-Temporal Interaction Graph Convolution Network for Pedestrian Trajectory PredictionCode1
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and BenchmarkingCode1
Snapshot: Towards Application-centered Models for Pedestrian Trajectory Prediction in Urban Traffic EnvironmentsCode1
IMGCN: Interpretable Masked Graph Convolution Network for Pedestrian Trajectory PredictionCode1
SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned LatentsCode1
STIGCN: spatial–temporal interaction‑aware graph convolution network for pedestrian trajectory predictionCode1
SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory PredictionCode1
TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction ModelsCode1
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction ReasoningCode1
Trajectory Unified Transformer for Pedestrian Trajectory PredictionCode1
Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge SystemsCode1
T2FPV: Dataset and Method for Correcting First-Person View Errors in Pedestrian Trajectory PredictionCode1
Learning Pedestrian Group Representations for Multi-modal Trajectory PredictionCode1
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory PredictionCode1
Social Interpretable Tree for Pedestrian Trajectory PredictionCode1
Non-Probability Sampling Network for Stochastic Human Trajectory PredictionCode1
SocialVAE: Human Trajectory Prediction using Timewise LatentsCode1
Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationCode1
MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory PredictionCode1
Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory PredictionCode1
Asymmetrical Bi-RNN for pedestrian trajectory encodingCode1
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory PredictionCode1
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent ForecastingCode1
Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-SupervisionCode1
SimAug: Learning Robust Representations from Simulation for Trajectory PredictionCode1
BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal EstimationCode1
Long-term Pedestrian Trajectory Prediction using Mutable Intention Filter and Warp LSTMCode1
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory PredictionCode1
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of CamerasCode1
SceneAware: Scene-Constrained Pedestrian Trajectory Prediction with LLM-Guided WalkabilityCode0
Towards Predicting Any Human Trajectory In Context—0
SocialMOIF: Multi-Order Intention Fusion for Pedestrian Trajectory Prediction—0
Learning Velocity and Acceleration: Self-Supervised Motion Consistency for Pedestrian Trajectory Prediction—0
GUIDE-CoT: Goal-driven and User-Informed Dynamic Estimation for Pedestrian Trajectory using Chain-of-ThoughtCode0
Where Do You Go? Pedestrian Trajectory Prediction using Scene Features—0
A Spatio-temporal Graph Network Allowing Incomplete Trajectory Input for Pedestrian Trajectory Prediction—0
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights—0
Social Processes: Probabilistic Meta-learning for Adaptive Multiparty Interaction ForecastingCode0
Socially-Informed Reconstruction for Pedestrian Trajectory ForecastingCode0
Who Walks With You Matters: Perceiving Social Interactions with Groups for Pedestrian Trajectory Prediction—0
Enhancing Pedestrian Trajectory Prediction with Crowd Trip InformationCode0
Online Residual Learning from Offline Experts for Pedestrian Tracking—0
A Multi-Stage Goal-Driven Network for Pedestrian Trajectory Prediction—0
CCF: Cross Correcting Framework for Pedestrian Trajectory Prediction—0
WTTFNet: A Weather-Time-Trajectory Fusion Network for Pedestrian Trajectory Prediction in Urban Complex—0
Modeling Pedestrian Intrinsic Uncertainty for Multimodal Stochastic Trajectory Prediction via Energy Plan Denoising—0
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