Alahi, Alexandre

63 publications

AAAI 2025 CODE: Confident Ordinary Differential Editing Bastien Van Delft, Tommaso Martorella, Alexandre Alahi

CVPR 2025 Certified Human Trajectory Prediction Mohammadhossein Bahari, Saeed Saadatnejad, Amirhossein Askari Farsangi, Seyed-Mohsen Moosavi-Dezfooli, Alexandre Alahi

NeurIPS 2025 EvoLM: In Search of Lost Training Dynamics for Language Model Reasoning Zhenting Qi, Fan Nie, Alexandre Alahi, James Zou, Himabindu Lakkaraju, Yilun Du, Eric P. Xing, Sham M. Kakade, Hanlin Zhang

CVPR 2025 FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching Zimin Xia, Alexandre Alahi

CVPR 2025 GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control 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

ICCV 2025 GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization Shaowen Tong, Zimin Xia, Alexandre Alahi, Xuming He, Yujiao Shi

CVPR 2025 HELVIPAD: A Real-World Dataset for Omnidirectional Stereo Depth Estimation Mehdi Zayene, Jannik Endres, Albias Havolli, Charles Corbière, Salim Cherkaoui, Alexandre Kontouli, Alexandre Alahi

CVPR 2025 MotionMap: Representing Multimodality in Human Pose Forecasting Reyhaneh Hosseininejad, Megh Shukla, Saeed Saadatnejad, Mathieu Salzmann, Alexandre Alahi

WACV 2025 NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability Krishna Kanth Nakka, Alexandre Alahi

NeurIPS 2025 OSKAR: Omnimodal Self-Supervised Knowledge Abstraction and Representation Mohamed O Abdelfattah, Kaouther Messaoud, Alexandre Alahi

CVPR 2025 Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations Ahmad Rahimi, Po-Chien Luan, Yuejiang Liu, Frano Rajič, Alexandre Alahi

ICML 2025 TAROT: Targeted Data Selection via Optimal Transport Lan Feng, Fan Nie, Yuejiang Liu, Alexandre Alahi

CVPR 2025 Towards Generalizable Trajectory Prediction Using Dual-Level Representation Learning and Adaptive Prompting Kaouther Messaoud, Matthieu Cord, Alexandre Alahi

ICLR 2025 Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression Megh Shukla, Aziz Shameem, Mathieu Salzmann, Alexandre Alahi

NeurIPS 2025 VoxDet: Rethinking 3D Semantic Scene Completion as Dense Object Detection Wuyang Li, Zhu Yu, Alexandre Alahi

ECCV 2024 Keypoint Promptable Re-Identification Vladimir Somers, Alexandre Alahi, Christophe De Vleeschouwer

ECCVW 2024 MPL: Lifting 3D Human Pose from Multi-View 2D Poses Seyed Abolfazl Ghasemzadeh, Alexandre Alahi, Christophe De Vleeschouwer

CVPR 2024 MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning Mohamed Abdelfattah, Mariam Hassan, Alexandre Alahi

CoRL 2024 Multi-Transmotion: Pre-Trained Model for Human Motion Prediction Yang Gao, Po-Chien Luan, Alexandre Alahi

ECCV 2024 S-JEPA: A Joint Embedding Predictive Architecture for Skeletal Action Recognition Mohamed Abdelfattah, Alexandre Alahi

CVPRW 2024 SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap 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

ICLR 2024 Social-Transmotion: Promptable Human Trajectory Prediction Saeed Saadatnejad, Yang Gao, Kaouther Messaoud, Alexandre Alahi

ICML 2024 TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression Megh Shukla, Mathieu Salzmann, Alexandre Alahi

ECCV 2024 UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction Lan Feng, Mohammadhossein Bahari, Kaouther Messaoud, Eloi Zablocki, Matthieu Cord, Alexandre Alahi

AAAI 2024 When Your AI Becomes a Target: AI Security Incidents and Best Practices Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Alexandre Alahi

WACV 2023 Body Part-Based Representation Learning for Occluded Person Re-Identification Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi

CLeaR 2023 Causal Triplet: An Open Challenge for Intervention-Centric Causal Representation Learning Yuejiang Liu, Alexandre Alahi, Chris Russell, Max Horn, Dominik Zietlow, Bernhard Schölkopf, Francesco Locatello

WACV 2023 Composite Relationship Fields with Transformers for Scene Graph Generation George Adaimi, David Mizrahi, Alexandre Alahi

NeurIPSW 2023 Learning Causally-Aware Representations of Multi-Agent Interactions Yuejiang Liu, Ahmad Rahimi, Po-Chien Luan, Frano Rajič, Alexandre Alahi

NeurIPSW 2023 Learning Causally-Aware Representations of Multi-Agent Interactions Yuejiang Liu, Ahmad Rahimi, Po-Chien Luan, Frano Rajič, Alexandre Alahi

ICML 2023 On Pitfalls of Test-Time Adaptation Hao Zhao, Yuejiang Liu, Alexandre Alahi, Tao Lin

ICLRW 2023 On Pitfalls of Test-Time Adaptation Hao Zhao, Yuejiang Liu, Alexandre Alahi, Tao Lin

NeurIPSW 2022 A Generic Diffusion-Based Approach for 3D Human Pose Prediction in the Wild Saeed Saadatnejad, Ali Rasekh, Mohammadreza Mofayezi, Yasamin Medghalchi, Sara Rajabzadeh, Taylor Mordan, Alexandre Alahi

CoRL 2022 Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting Parth Kothari, Danya Li, Yuejiang Liu, Alexandre Alahi

CVPR 2022 Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective Yuejiang Liu, Riccardo Cadei, Jonas Schweizer, Sherwin Bahmani, Alexandre Alahi

CVPR 2022 Vehicle Trajectory Prediction Works, but Not Everywhere Mohammadhossein Bahari, Saeed Saadatnejad, Ahmad Rahimi, Mohammad Shaverdikondori, Amir Hossein Shahidzadeh, Seyed-Mohsen Moosavi-Dezfooli, Alexandre Alahi

CVPR 2021 Interpretable Social Anchors for Human Trajectory Forecasting in Crowds Parth Kothari, Brian Sifringer, Alexandre Alahi

ICCV 2021 Keypoint Communities Duncan Zauss, Sven Kreiss, Alexandre Alahi

ICCVW 2021 Learning Decoupled Representations for Human Pose Forecasting Behnam Parsaeifard, Saeed Saadatnejad, Yuejiang Liu, Taylor Mordan, Alexandre Alahi

ICCV 2021 Safety-Aware Motion Prediction with Unseen Vehicles for Autonomous Driving Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen

ICCV 2021 Social NCE: Contrastive Learning of Socially-Aware Motion Representations Yuejiang Liu, Qi Yan, Alexandre Alahi

NeurIPS 2021 TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? Yuejiang Liu, Parth Kothari, Bastien van Delft, Baptiste Bellot-Gurlet, Taylor Mordan, Alexandre Alahi

NeurIPSW 2021 Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective Yuejiang Liu, Riccardo Cadei, Jonas Schweizer, Sherwin Bahmani, Alexandre Alahi

AAAI 2020 Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu, Parth Kothari, Alexandre Alahi

NeurIPS 2020 DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation Alexandre Carlier, Martin Danelljan, Alexandre Alahi, Radu Timofte

CVPRW 2019 Using a Priori Knowledge to Improve Scene Understanding Brigit Schroeder, Alexandre Alahi

ECCV 2018 CAR-Net: Clairvoyant Attentive Recurrent Network Amir Sadeghian, Ferdinand Legros, Maxime Voisin, Ricky Vesel, Alexandre Alahi, Silvio Savarese

ICCV 2017 Characterizing and Improving Stability in Neural Style Transfer Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei

CVPR 2017 Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals Katsuyuki Nakamura, Serena Yeung, Alexandre Alahi, Li Fei-Fei

CVPR 2017 Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition Timur Bagautdinov, Alexandre Alahi, Francois Fleuret, Pascal Fua, Silvio Savarese

MLHC 2017 Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Jeffrey Jopling, Lance Downing, William Beninati, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei

ICCV 2017 Tracking the Untrackable: Learning to Track Multiple Cues with Long-Term Dependencies Amir Sadeghian, Alexandre Alahi, Silvio Savarese

CVPR 2017 Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei

ECCV 2016 Knowledge Transfer for Scene-Specific Motion Prediction Lamberto Ballan, Francesco Castaldo, Alexandre Alahi, Francesco Palmieri, Silvio Savarese

ECCV 2016 Learning Social Etiquette: Human Trajectory Understanding in Crowded Scenes Alexandre Robicquet, Amir Sadeghian, Alexandre Alahi, Silvio Savarese

ECCV 2016 Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson, Alexandre Alahi, Li Fei-Fei

CVPR 2016 Recurrent Attention Models for Depth-Based Person Identification Albert Haque, Alexandre Alahi, Li Fei-Fei

CVPR 2016 Social LSTM: Human Trajectory Prediction in Crowded Spaces Alexandre Alahi, Kratarth Goel, Vignesh Ramanathan, Alexandre Robicquet, Li Fei-Fei, Silvio Savarese

ECCV 2016 Towards Viewpoint Invariant 3D Human Pose Estimation Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei

ICCV 2015 Learning to Track: Online Multi-Object Tracking by Decision Making Yu Xiang, Alexandre Alahi, Silvio Savarese

ICCV 2015 RGB-W: When Vision Meets Wireless Alexandre Alahi, Albert Haque, Li Fei-Fei

CVPR 2014 Socially-Aware Large-Scale Crowd Forecasting Alexandre Alahi, Vignesh Ramanathan, Li Fei-Fei

CVPR 2012 FREAK: Fast Retina Keypoint Alexandre Alahi, Raphael Ortiz, Pierre Vandergheynst