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Topic: "trajectory-forecasting"

FGiuliari/Trajectory-Transformer

Code for "Transformer Networks for Trajectory Forecasting"

Language: Python - Size: 2.42 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 308 - Forks: 103

Khrylx/AgentFormer

[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

Language: Python - Size: 2.28 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 278 - Forks: 66

crowdbotp/socialways

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)

Language: Python - Size: 4.82 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 115 - Forks: 45

abduallahmohamed/Social-Implicit

Code for: "Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation" Accepted @ ECCV2022

Language: Python - Size: 6.15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 77 - Forks: 9

alexmonti19/dagnet

PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"

Language: Python - Size: 39.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 74 - Forks: 20

theDebugger811/human-trajectory-forecasting-papers

Collection of Papers in Trajectory Prediction categorised according to the high-level structure

Size: 43 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 30 - Forks: 2

d1024choi/HLSTrajForecast

The official implementation of "Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting" presented in ECCV2022.

Language: Python - Size: 31.4 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 6

mkofinas/locs

Official source code for "Roto-translated Local Coordinate Frames For Interacting Dynamical Systems". In NeurIPS 2021.

Language: Python - Size: 1.31 MB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 21 - Forks: 1

abduallahmohamed/Skeleton-Graph

Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops

Language: Python - Size: 36.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 6

Little-Podi/Behavior_Prediction

This repository is a paper digest of multi-agent behavior (motion / trajectory) prediction (forecasting / generation).

Size: 1.05 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1

mkofinas/aether

Official source code for "Latent Field Discovery in Interacting Dynamical Systems with Neural Fields". In NeurIPS 2023.

Language: Python - Size: 1.02 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

aminaghoul/TrajDCM

Size: 683 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

Related Topics
trajectory-prediction 8 graph-neural-networks 5 deep-learning 4 autonomous-driving 4 motion-prediction 3 human-trajectory-prediction 3 pedestrian-trajectories 3 equivariance 2 pedestrian 2 graph-convolutional-networks 2 geometric-deep-learning 2 pytorch 2 temporal-dynamics 2 corl 1 cvpr 1 decision-making 1 eccv 1 behavioral-intention 1 behavior-prediction 1 awesome-list 1 spatio-temporal-graphs 1 social-implicit 1 real-time 1 motion-forecasting 1 memory-efficient 1 gcnn-pedestrians 1 nuscenes 1 eccv2022 1 cvae 1 neural-fields 1 transformer 1 multi-agent-forecasting 1 iccv2021 1 multi-head-attention 1 interpretable-machine-learning 1 interaction-dataset 1 ieee 1 goal-based-model 1 discrete-choice-models 1 transformer-networks 1 attention-mechanism 1 social-interaction 1 paper-list 1 neurips 1 multi-agent-system 1 iclr 1 iccv 1 spatio-temporal 1 skeleton-graph 1 gcnn 1 3d-skeleton 1 3d 1 vrnn 1 vae 1 sports 1 pedestrians 1 human-trajectory 1 graph-attention-networks 1 graph 1 gnn 1 gcn 1 gat 1 dagnet 1 basketball 1 argoverse 1 social 1 motion 1 modeling-social 1 lstm 1 crowded-spaces 1 social-ways 1 social-robots 1 social-navigation 1 social-gan 1 self-driving-car 1 prediction-model 1 info-gan 1 generative-adversarial-network 1 gan 1 crowd-simulation 1 spatio-temporal-graph 1