Injecting Knowledge in Data-driven Vehicle Trajectory Predictors

Injecting Knowledge in Data-driven Vehicle Trajectory Predictors

8 March 2021

Mohammadhossein Bahari

Alexandre Alahi

Papers citing "Injecting Knowledge in Data-driven Vehicle Trajectory Predictors"

9 / 9 papers shown

Title
Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification Kumar Manas Christian Schlauch Adrian Paschke Christian Wirth Nadja Klein 40 0 0 17 Apr 2025
LoRD: Adapting Differentiable Driving Policies to Distribution Shifts Christopher P. Diehl Peter Karkus Sushant Veer Marco Pavone Torsten Bertram 140 0 0 13 Oct 2024
Improving behavior profile discovery for vehicles Nelson de Moura F. Nashashibi Fernando Garrido 26 0 0 24 Sep 2024
Hierarchical Motion Encoder-Decoder Network for Trajectory Forecasting Qifan Xue Shen Li Xuanpeng Li Jingwen Zhao Weigong Zhang 21 10 0 26 Nov 2021
Lifelong Vehicle Trajectory Prediction Framework Based on Generative Replay Peng Bao Zonghai Chen Ji-kai Wang Deyun Dai Hao Zhao 33 9 0 15 Nov 2021
Addressing crash-imminent situations caused by human driven vehicle errors in a mixed traffic stream: a model-based reinforcement learning approach for CAV Jiqian Dong Sikai Chen S. Labi 13 3 0 11 Oct 2021
Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving Xuanchi Ren Tao Yang Erran L. Li Alexandre Alahi Qifeng Chen 30 24 0 03 Sep 2021
Are socially-aware trajectory prediction models really socially-aware? Saeed Saadatnejad Mohammadhossein Bahari Pedram J. Khorsandi Mohammad Saneian Seyed-Mohsen Moosavi-Dezfooli Alexandre Alahi AAML 32 42 0 24 Aug 2021
Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu Qi Yan Alexandre Alahi 29 101 0 21 Dec 2020