Alexandre Alahi

Alexandre Alahi

École Polytechnique Fédérale de Lausanne

H-index: 44

Europe-Switzerland

About Alexandre Alahi

Alexandre Alahi, With an exceptional h-index of 44 and a recent h-index of 39 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Computer Vision, Transportation, Autonomous driving, Intelligent Transportation Systems, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Certified Human Trajectory Prediction

Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?

Toward reliable human pose forecasting with uncertainty

Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review

Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts

SoccerNet game state reconstruction: End-to-end athlete tracking and identification on a minimap

When Your AI Becomes a Target: AI Security Incidents and Best Practices

UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction

Alexandre Alahi Information

University

Position

Assistant Professor

Citations(all)

26526

Citations(since 2020)

21664

Cited By

12791

hIndex(all)

44

hIndex(since 2020)

39

i10Index(all)

82

i10Index(since 2020)

75

Email

University Profile Page

École Polytechnique Fédérale de Lausanne

Google Scholar

View Google Scholar Profile

Alexandre Alahi Skills & Research Interests

Computer Vision

Transportation

Autonomous driving

Intelligent Transportation Systems

Artificial Intelligence

Top articles of Alexandre Alahi

Title

Journal

Author(s)

Publication Date

Certified Human Trajectory Prediction

arXiv preprint arXiv:2403.13778

Mohammadhossein Bahari

Saeed Saadatnejad

Amirhossein Asgari Farsangi

Seyed-Mohsen Moosavi-Dezfooli

Alexandre Alahi

2024/3/20

Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?

Yihong Xu

Loick Chambon

Mickaël Chen

Alexandre Alahi

Matthieu Cord

...

2024/5/15

Toward reliable human pose forecasting with uncertainty

IEEE Robotics and Automation Letters

Saeed Saadatnejad

Mehrshad Mirmohammadi

Matin Daghyani

Parham Saremi

Yashar Zoroofchi Benisi

...

2024/3/6

Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review

Simon Elias Bibri

John Krogstie

Amin Kaboli

Alexandre Alahi

2024/5/1

Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts

arXiv preprint arXiv:2402.15505

Yuejiang Liu

Alexandre Alahi

2024/2/23

SoccerNet game state reconstruction: End-to-end athlete tracking and identification on a minimap

arXiv preprint arXiv:2404.11335

Vladimir Somers

Victor Joos

Anthony Cioppa

Silvio Giancola

Seyed Abolfazl Ghasemzadeh

...

2024/4/17

When Your AI Becomes a Target: AI Security Incidents and Best Practices

Proceedings of the AAAI Conference on Artificial Intelligence

Kathrin Grosse

Lukas Bieringer

Tarek R Besold

Battista Biggio

Alexandre Alahi

2024/3/24

UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction

arXiv preprint arXiv:2403.15098

Lan Feng

Mohammadhossein Bahari

Kaouther Messaoud Ben Amor

Éloi Zablocki

Matthieu Cord

...

2024/3/22

Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning

Yuejiang Liu

Alexandre Alahi

Chris Russell

Max Horn

Dominik Zietlow

...

2023/4

Real-Time Localization for Closed-Loop Control of Assistive Furniture

IEEE Robotics and Automation Letters

Lixuan Tang

Chuanfang Ning

George Adaimi

Auke Ijspeert

Alexandre Alahi

...

2023/6/19

Urban digital twin challenges: A systematic review and perspectives for sustainable smart cities

Charlotte Weil

Simon Elias Bibri

Régis Longchamp

François Golay

Alexandre Alahi

2023/8/29

Learning Causally-Aware Representations of Multi-Agent Interactions

Yuejiang Liu

Ahmad Rahimi

Po-Chien Luan

Frano Rajič

Alexandre Alahi

2023/10/27

Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations

arXiv preprint arXiv:2312.04540

Yuejiang Liu

Ahmad Rahimi

Po-Chien Luan

Frano Rajič

Alexandre Alahi

2023/12/7

1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results

Benjamin Kiefer

Matej Kristan

Janez Perš

Lojze Žust

Fabio Poiesi

...

2023

Predicting long-term collective animal behavior with deep learning

arXiv preprint arXiv:2302.06839

Vaios Papaspyros

Ramón Escobedo

Alexandre Alahi

Guy Theraulaz

Clément Sire

...

2023/2/14

Non-intrusive physiological parameters sensing for personalized human thermal comfort prediction

Mohamad Rida

Mohamed Ossama Ahmed Abdelfattah

Alexandre Alahi

Dolaana Khovalyg

2023/6/11

A Systemic Review of Urban Digital Twin Challenges, and Perspectives for Sustainable Smart Cities

Charlotte Weil

Simon Elias Bibri

Régis Longchamp

François Golay

Alexandre Alahi

2023/8/18

What If You Were Not There? Learning Causally-Aware Representations of Multi-Agent Interactions

Yuejiang Liu

Ahmad Rahimi

Po-Chien Luan

Frano Rajič

Alexandre Alahi

2023/10/13

Towards more Practical Threat Models in Artificial Intelligence Security

arXiv preprint arXiv:2311.09994

Kathrin Grosse

Lukas Bieringer

Tarek Richard Besold

Alexandre Alahi

2023/11/16

Body Part-Based Representation Learning for Occluded Person Re-Identification

Vladimir Somers

Christophe De Vleeschouwer

Alexandre Alahi

2023

See List of Professors in Alexandre Alahi University(École Polytechnique Fédérale de Lausanne)

Co-Authors

H-index: 171
Sven Kreiss

Sven Kreiss

École Polytechnique Fédérale de Lausanne

H-index: 144
Li Fei-Fei

Li Fei-Fei

Stanford University

H-index: 105
Silvio Savarese

Silvio Savarese

Stanford University

H-index: 76
Pierre Vandergheynst

Pierre Vandergheynst

École Polytechnique Fédérale de Lausanne

H-index: 76
Michel Bierlaire

Michel Bierlaire

École Polytechnique Fédérale de Lausanne

H-index: 45
Arnold Milstein

Arnold Milstein

Stanford University

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