Fetching the paper…
Reading the bibliography…
High fidelity behavior prediction of human drivers is crucial for efficient and safe deployment of autonomous vehicles, which is challenging due to the stochasticity, heterogeneity, and time-varying nature of human behaviors.
Zhan, W.; Sun, L.; Wang, D.; Shi, H.; Clausse, A.; Naumann, M.; Kümmerle, J.; Königshof, H.; Stiller, C.; de La Fortelle, A.; and Tomizuka, M. 2019 · 1910
Earlier work this paper cites.
Scenario-transferable semantic graph reasoning for interaction-aware probabilistic prediction
Hu, Y.; Zhan, W.; and Tomizuka, M. 2020 · 2004
Earlier work this paper cites.
Learning phrase representations using RNN encoder-decoder for statistical machine translation
Cho, K.; Van Merriënboer, B.; Gulcehre, C.; Bahdanau, D.; Bougares, F.; Schwenk, H.; and Bengio, Y. 2014 · 2014
Earlier work this paper cites.
Neural machine translation and sequence-to-sequence models: A tutorial
Neubig, G. 2017 · 2017
Earlier work this paper cites.
How would surround vehicles move? a unified framework for maneuver classification and motion prediction
Deo, N.; Rangesh, A.; and Trivedi, M. M. 2018 · 2018
Earlier work this paper cites.
A framework for probabilistic generic traffic scene prediction
Hu, Y.; Zhan, W.; and Tomizuka, M. 2018 · 2018
Cited alongside, same era.
Sequence-to-sequence prediction of vehicle trajectory via LSTM encoder-decoder architecture
Park, S. H.; Kim, B.; Kang, C. M.; Chung, C. C.; and Choi, J. W. 2018 · 2018
Cited alongside, same era.
Human motion prediction using semi-adaptable neural networks
Cheng, Y.; Zhao, W.; Liu, C.; and Tomizuka, M. 2019 · 2019
Cited alongside, same era.
Trafficpredict: Trajectory prediction for heterogeneous traffic-agents
Ma, Y.; Zhu, X.; Zhang, S.; Yang, R.; Wang, W.; and Manocha, D. 2019 · 2019
Cited alongside, same era.
Hierarchical Adaptable and Transferable Networks (HATN) for Driving Behavior Prediction
Wang, L.; Hu, Y.; Sun, L.; Zhan, W.; Tomizuka, M.; and Liu, C. 2021a
Cited in the paper.
AGen: Adaptable Generative Prediction Networks for Autonomous Driving
Si, W.; Wei, T.; and Liu, C. 2019 · 2019
Later among the works it cites.
Human motion trajectory prediction: A survey
Rudenko, A.; Palmieri, L.; Herman, M.; Kitani, K. M.; Gavrila, D. M.; and Arras, K. O. 2020 · 2020
Later among the works it cites.
Robust nonlinear adaptation algorithms for multitask prediction networks
Abuduweili, A.; and Liu, C. 2021 · 2021
Closest in time.
Spatiotemporal Learning of Multivehicle Interaction Patterns in Lane-Change Scenarios
Zhang, C.; Zhu, J.; Wang, W.; and Xi, J. 2021 · 2021
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Socially-compatible behavior design of autonomous vehicles with verification on real human data
Wang, L.; Sun, L.; Tomizuka, M.; and Zhan, W. 2021b
Cited in the paper.