Encoding Agent Trajectories as Representations with Sequence
Transformers

Encoding Agent Trajectories as Representations with Sequence Transformers

11 October 2024

Athanasios Tsiligkaridis

Nicholas Kalinowski

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Papers citing "Encoding Agent Trajectories as Representations with Sequence Transformers"

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Title
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps Sidi Wu Yizi Chen Konrad Schindler L. Hurni 63 3 0 19 Oct 2023
Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation Xiaohang Xu Toyotaro Suzumura Jiawei Yong Masatoshi Hanai Chuang Yang H. Kanezashi Renhe Jiang Shintaro Fukushima 56 15 0 02 Oct 2023
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation Zekun Li Jina Kim Yao-Yi Chiang Muhao Chen 115 31 0 21 Oct 2022
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction Hao Xue Flora D. Salim Yongli Ren Nuria Oliver 59 71 0 30 Sep 2021
Predicting Vehicles Trajectories in Urban Scenarios with Transformer Networks and Augmented Information A. Quintanar David Fernández Llorca Ignacio Parra R. Izquierdo Miguel Ángel Sotelo 27 32 0 01 Jun 2021
Graph Neural Network for Traffic Forecasting: A Survey Weiwei Jiang Jiayun Luo GNN AI4TS AI4CE 219 874 0 27 Jan 2021
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 169 386 0 18 Mar 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 221 7,745 0 31 Aug 2015
Artificial Neural Networks Applied to Taxi Destination Prediction A. D. Brébisson Étienne Simon Alex Auvolat Pascal Vincent Yoshua Bengio 59 185 0 31 Jul 2015