Kaouther Messaoud

15 papers A* 2C 2Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Manipulating Trajectory Prediction Models With Backdoors. IEEE Trans. Intell. Transp. Syst. Kaouther Messaoud, Kathrin Grosse, Mickaël Chen, Matthieu Cord, Patrick Pérez, Alexandre Alahi
2025	J	`jnl`	OmniTraj: Pre-Training on Heterogeneous Data for Adaptive and Zero-Shot Human Trajectory Prediction. CoRR Yang Gao, Po-Chien Luan, Kaouther Messaoud, Lan Feng, Alexandre Alahi
2025	J	`jnl`	Towards Generalizable Trajectory Prediction Using Dual-Level Representation Learning And Adaptive Prompting. CoRR Kaouther Messaoud, Matthieu Cord, Alexandre Alahi
2025	A*	`conf`	Towards Generalizable Trajectory Prediction using Dual-Level Representation Learning and Adaptive Prompting. CVPR Kaouther Messaoud, Matthieu Cord, Alexandre Alahi
2024	J	`jnl`	Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models. CoRR Jifeng Wang, Kaouther Messaoud, Yuejiang Liu, Juergen Gall, Alexandre Alahi
2024	A*	`conf`	Social-Transmotion: Promptable Human Trajectory Prediction. ICLR Saeed Saadatnejad, Yang Gao, Kaouther Messaoud, Alexandre Alahi
2023	J	`jnl`	Manipulating Trajectory Prediction with Backdoors. CoRR Kaouther Messaoud, Kathrin Grosse, Mickaël Chen, Matthieu Cord, Patrick Pérez, Alexandre Alahi
2023	J	`jnl`	Social-Transmotion: Promptable Human Trajectory Prediction. CoRR Saeed Saadatnejad, Yang Gao, Kaouther Messaoud, Alexandre Alahi
2022	—	`conf`	A Lightweight Goal-Based model for Trajectory Prediction. ITSC Amina Ghoul, Kaouther Messaoud, Itheri Yahiaoui, Anne Verroust-Blondet, Fawzi Nashashibi
2021	J	`jnl`	Attention Based Vehicle Trajectory Prediction. IEEE Trans. Intell. Veh. Kaouther Messaoud, Itheri Yahiaoui, Anne Verroust-Blondet, Fawzi Nashashibi
2021	—	`—`	Deep learning based trajectory prediction for autonomous vehicles. (Prédiction de trajectoires pour les véhicules autonomes). Kaouther Messaoud
2021	C	`conf`	Trajectory Prediction for Autonomous Driving based on Multi-Head Attention with Joint Agent-Map Representation. IV Kaouther Messaoud, Nachiket Deo, Mohan M. Trivedi, Fawzi Nashashibi
2020	J	`jnl`	Multi-Head Attention with Joint Agent-Map Representation for Trajectory Prediction in Autonomous Driving. CoRR Kaouther Messaoud, Nachiket Deo, Mohan M. Trivedi, Fawzi Nashashibi
2019	C	`conf`	Non-local Social Pooling for Vehicle Trajectory Prediction. IV Kaouther Messaoud, Itheri Yahiaoui, Anne Verroust-Blondet, Fawzi Nashashibi
2019	—	`conf`	Relational Recurrent Neural Networks For Vehicle Trajectory Prediction. ITSC Kaouther Messaoud, Itheri Yahiaoui, Anne Verroust-Blondet, Fawzi Nashashibi