Alexandre Alahi - Publications, H-index & Citations

Alexandre Alahi

epfl

43H指数

254论文数

2.4W被引数

收录论文 34

发表时间

OmniTraj: Pre-training on heterogeneous data for adaptive and zero-shot human trajectory prediction OmniTraj：基于异构数据预训练的适应性和零样本行人轨迹预测

Transportation Research Part C-Emerging Technologies

IF7.9

2026-09-04

OAAI

Yang Gao; Po-Chien Luan; Kaouther Messaoud; Lan Feng; Alexandre Alahi

Explainable AI–enhanced pavement deterioration modeling using hybrid classification–regression deep learning architecture 可解释人工智能增强的混合分类-回归深度学习架构在路面 deterioration 模型中的应用

Scientific Reports

IF3.9

2026-08-31

OAAI

Mohammad Sedighian-Fard; Amir Golroo; Mahdi Javanmardi; Alexandre Alahi; Hananeh Dehghan Tezerjani; Mohammad Amin Talaghat; Vahid Shahhosseini; Mehdi Rasti

1172 Training Artificial Intelligence Models to Assess Injury Risk in REM Sleep Behavior Disorder 1172 训练人工智能模型以评估快速眼动睡眠行为障碍中的受伤风险

Sleep

IF4.9

2026-05-08

PREAI

Brinda Raval; Jeongyeon Hwang; Nicolas van Pesch; Amene Gafsi; Amelia Bertolaso; Mohamed Abdelfattah; Alexandre Alahi; Matteo Cesari; Ambra Stefani; Emmanuel During

Manipulating Trajectory Prediction Models With Backdoors 通过后门操纵轨迹预测模型

IEEE Transactions on Intelligent Transportation Systems

IF8.4

2025-11-03

PREAI

Kaouther Messaoud; Kathrin Grosse; Mickaël Chen; Matthieu Cord; Patrick Pérez; Alexandre Alahi

Multi-Source Urban Traffic Flow Forecasting With Drone and Loop Detector Data 基于无人机和环形检测器数据的多元城市交通流预测

IEEE Transactions on Intelligent Transportation Systems

IF8.4

2025-09-19

PREAI

Weijiang Xiong; Robert Fonod; Alexandre Alahi; Nikolas Geroliminis

Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness 测试自动驾驶汽车和AI：来自网络安全、透明度、鲁棒性和公平性的视角与挑战

European Transport Research Review

IF4.2

2025-07-30

OAAI

David Fernández Llorca; Ronan Hamon; Henrik Junklewitz; Kathrin Grosse; Lars Kunze; Patrick Seiniger; Robert Swaim; Nick Reed; Alexandre Alahi; Emilia Gómez; Ignacio Sánchez; Akos Kriston

Data generation for asphalt pavement evaluation: Deep learning-based insights from generative models 沥青路面评价的数据生成：基于生成模型的深度学习洞察

Case Studies in Construction Materials

IF6.6

2025-07-30

OAAI

Mohammad Sedighian-Fard; Amir Golroo; Mahdi Javanmardi; Alexandre Alahi; Mehdi Rasti

Principles and Guidelines for Evaluating Social RobotNavigation Algorithms 社会机器人导航算法评估的原则与指南

ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION

IF5.5

2025-02-20

OAAI

Francis, Anthony; Perez-D'Arpino, Claudia; Li, Chengshu; Xia, Fei; Alahi, Alexandre; Alami, Rachid; Bera, Aniket; Biswas, Abhijat; Biswas, Joydeep; Chandra, Rohan; Chiang, Hao-Tien Lewis; Everett, Michael; Ha, Sehoon; Hart, Justin; How, Jonathan P.; Karnan, Haresh; Lee, Tsang-Wei Edward; Manso, Luis J.; Mirsky, Reuth; Pirk, Soeren; Singamaneni, Phani Teja; Stone, Peter; Taylor, Ada V.; Trautman, Peter; Tsoi, Nathan; Vazquez, Marynel; Xu, Peng; Xiao, Xuesu; Yokoyama, Naoki; Toshev, Alexander; Martin-Martin, Roberto

X-ray Micro-CT based characterization of rock cuttings with deep learning 基于深度学习的岩石岩屑X射线微-CT表征

APPLIED COMPUTING AND GEOSCIENCES

IF3.2

2025-02-01

OAAI

Olsen, Nils; Chen, Yifeng; Turberg, Pascal; Moreau, Alexandre; Alahi, Alexandre

Automated Detection of Isolated REM Sleep Behavior Disorder Using Computer Vision

ANNALS OF NEUROLOGY

IF7.7

2025-01-09

OAAI

Abdelfattah, Mohamed; Zhou, Li; Sum-Ping, Oliver; Hekmat, Anahid; Galati, Joanna; Gupta, Niraj; Adaimi, George; Marwaha, Salonee; Parekh, Ankit; Mignot, Emmanuel; Alahi, Alexandre; During, Emmanuel

A qualitative AI security risk assessment of autonomous vehicles 自动驾驶汽车的定性AI安全风险评估

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2024-12-01

OAAI

Grosse, Kathrin; Alahi, Alexandre

Dynamic Voxels Based on Ego-Conditioned Prediction: An Integrated Spatio-Temporal Framework for Motion Planning 基于自我条件预测的动态体素: 用于运动计划的集成时空框架

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-10-01

PREAI

Zhang, Ting; Fu, Mengyin; Song, Wenjie; Yang, Yi; Alahi, Alexandre