PPaperPicks

Alexandre Alahi

31 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5004-1498 ↗

Venues

CVPR ×9ECCV ×4IROS ×3NeurIPS ×3AAAI ×2ICLR ×2ICML ×2ICRA ×2EACL ×1ICCV ×1USENIX Security ×1WACV ×1

Frequent coauthors

Mathieu Salzmann
×4
Kaouther Messaoud Ben Amor
×4
Charles Corbière
×3
Saeed Saadatnejad
×3
Megh Shukla
×3
Mohamed Abdelfattah
×3
Matthieu Cord
×3
Christophe De Vleeschouwer
×3
Jannik Endres
×2
Mohammadhossein Bahari
×2
Fan Nie
×2
Zimin Xia
×2

Papers

  1. DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios
    EACL 2026 ·
    Charles Corbière
    ,
    Simon Roburin
    ,
    Syrielle Montariol
    ,
    Antoine Bosselut
    , Alexandre Alahi
  2. Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model
    IROS 2025 ·
    Jannik Endres
    ,
    Oliver Hahn
    ,
    Charles Corbière
    ,
    Simone Schaub-Meyer
    ,
    Stefan Roth
    , Alexandre Alahi
  3. COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation
    IROS 2025 ·
    Aurelio Noca
    ,
    Xianmei Lei
    ,
    Jonathan Becktor
    ,
    Jeffrey A. Edlund
    ,
    Anna Sabel
    ,
    Patrick Spieler
    ,
    Curtis Padgett
    , Alexandre Alahi,
    Deegan Atha
  4. CODE: Confident Ordinary Differential Editing
    AAAI 2025 ·
    Bastien Van Delft
    ,
    Tommaso Martorella
    , Alexandre Alahi
  5. Certified Human Trajectory Prediction
    CVPR 2025 ·
    Mohammadhossein Bahari
    ,
    Saeed Saadatnejad
    ,
    Amirhossein Askari-Farsangi
    ,
    Seyed-Mohsen Moosavi-Dezfooli
    , Alexandre Alahi
  6. EvoLM: In Search of Lost Training Dynamics for Language Model Reasoning
    NeurIPS 2025 ·
    Zhenting Qi
    ,
    Fan Nie
    , Alexandre Alahi,
    James Y. Zou
    ,
    Himabindu Lakkaraju
    ,
    Yilun Du
    ,
    Eric P. Xing
    ,
    Sham M. Kakade
    ,
    Hanlin Zhang
  7. FG2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching
    CVPR 2025 ·
    Zimin Xia
    , Alexandre Alahi
  8. GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
    CVPR 2025 ·
    Mariam Hassan
    ,
    Sebastian Stapf
    ,
    Ahmad Rahimi
    ,
    Pedro M. B. Rezende
    ,
    Yasaman Haghighi
    ,
    David Brüggemann
    ,
    Isinsu Katircioglu
    ,
    Lin Zhang
    ,
    Xiaoran Chen
    ,
    Suman Saha
    ,
    Marco Cannici
    ,
    Elie Aljalbout
    ,
    Botao Ye
    ,
    Xi Wang
    ,
    Aram Davtyan
    ,
    Mathieu Salzmann
    ,
    Davide Scaramuzza
    ,
    Marc Pollefeys
    ,
    Paolo Favaro
    , Alexandre Alahi
  9. GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization
    ICCV 2025 ·
    Shaowen Tong
    ,
    Zimin Xia
    , Alexandre Alahi,
    Xuming He
    ,
    Yujiao Shi
  10. HELVIPAD: A Real-World Dataset for Omnidirectional Stereo Depth Estimation
    CVPR 2025 ·
    Mehdi Zayene
    ,
    Jannik Endres
    ,
    Albias Havolli
    ,
    Charles Corbière
    ,
    Salim Cherkaoui
    ,
    Alexandre Kontouli
    , Alexandre Alahi
  11. MotionMap: Representing Multimodality in Human Pose Forecasting
    CVPR 2025 ·
    Reyhaneh HosseiniNejad
    ,
    Megh Shukla
    ,
    Saeed Saadatnejad
    ,
    Mathieu Salzmann
    , Alexandre Alahi
  12. NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability
    WACV 2025 ·
    Krishna Kanth Nakka
    , Alexandre Alahi
  13. OSKAR: Omnimodal Self-supervised Knowledge Abstraction and Representation
    NeurIPS 2025 ·
    Mohamed Abdelfattah
    ,
    Kaouther Messaoud
    , Alexandre Alahi
  14. Probabilistic Collision Risk Estimation for Pedestrian Navigation
    IROS 2025 ·
    Amine Tourki
    ,
    Paul Prevel
    ,
    Nils Einecke
    ,
    Tim Puphal
    , Alexandre Alahi
  15. Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations
    CVPR 2025 ·
    Ahmad Rahimi
    ,
    Po-Chien Luan
    ,
    Yuejiang Liu
    ,
    Frano Rajic
    , Alexandre Alahi
  16. TAROT: Targeted Data Selection via Optimal Transport
    ICML 2025 ·
    Lan Feng
    ,
    Fan Nie
    ,
    Yuejiang Liu
    , Alexandre Alahi
  17. Towards Generalizable Trajectory Prediction using Dual-Level Representation Learning and Adaptive Prompting
    CVPR 2025 ·
    Kaouther Messaoud
    ,
    Matthieu Cord
    , Alexandre Alahi
  18. Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
    ICLR 2025 ·
    Megh Shukla
    ,
    Aziz Shameem
    ,
    Mathieu Salzmann
    , Alexandre Alahi
  19. Unified Human Localization and Trajectory Prediction with Monocular Vision
    ICRA 2025 ·
    Po-Chien Luan
    ,
    Yang Gao
    ,
    Celine Demonsant
    , Alexandre Alahi
  20. VoxDet: Rethinking 3D Semantic Scene Completion as Dense Object Detection
    NeurIPS 2025 ·
    Wuyang Li
    ,
    Zhu Yu
    , Alexandre Alahi
  21. Keypoint Promptable Re-Identification
    ECCV 2024 ·
    Vladimir Somers
    , Alexandre Alahi,
    Christophe De Vleeschouwer
  22. MPL: Lifting 3D Human Pose from Multi-view 2D Poses
    ECCV 2024 ·
    Seyed Abolfazl Ghasemzadeh
    , Alexandre Alahi,
    Christophe De Vleeschouwer
  23. MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning
    CVPR 2024 ·
    Mohamed Abdelfattah
    ,
    Mariam Hassan
    , Alexandre Alahi
  24. S-JEPA: A Joint Embedding Predictive Architecture for Skeletal Action Recognition
    ECCV 2024 ·
    Mohamed Abdelfattah
    , Alexandre Alahi
  25. SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap
    CVPR 2024 ·
    Vladimir Somers
    ,
    Victor Joos
    ,
    Anthony Cioppa
    ,
    Silvio Giancola
    ,
    Seyed Abolfazl Ghasemzadeh
    ,
    Floriane Magera
    ,
    Baptiste Standaert
    ,
    Amir M. Mansourian
    ,
    Xin Zhou
    ,
    Shohreh Kasaei
    ,
    Bernard Ghanem
    , Alexandre Alahi,
    Marc Van Droogenbroeck
    ,
    Christophe De Vleeschouwer
  26. Social-Transmotion: Promptable Human Trajectory Prediction
    ICLR 2024 ·
    Saeed Saadatnejad
    ,
    Yang Gao
    ,
    Kaouther Messaoud
    , Alexandre Alahi
  27. TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression
    ICML 2024 ·
    Megh Shukla
    ,
    Mathieu Salzmann
    , Alexandre Alahi
  28. Towards More Practical Threat Models in Artificial Intelligence Security
    USENIX Security 2024 ·
    Kathrin Grosse
    ,
    Lukas Bieringer
    ,
    Tarek R. Besold
    , Alexandre Alahi
  29. Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?
    ICRA 2024 ·
    Yihong Xu
    ,
    Loïck Chambon
    ,
    Éloi Zablocki
    ,
    Mickaël Chen
    , Alexandre Alahi,
    Matthieu Cord
    ,
    Patrick Pérez
  30. UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction
    ECCV 2024 ·
    Lan Feng
    ,
    Mohammadhossein Bahari
    ,
    Kaouther Messaoud Ben Amor
    ,
    Éloi Zablocki
    ,
    Matthieu Cord
    , Alexandre Alahi
  31. When Your AI Becomes a Target: AI Security Incidents and Best Practices
    AAAI 2024 ·
    Kathrin Grosse
    ,
    Lukas Bieringer
    ,
    Tarek R. Besold
    ,
    Battista Biggio
    , Alexandre Alahi