Alexandre Alahi

DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026 MotionMap: Representing Multimodality in Human Pose Forecasting CVPR 2025 Towards Generalizable Trajectory Prediction using Dual-Level Representation Learning and Adaptive Prompting CVPR 2025 FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching CVPR 2025 Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations CVPR 2025 HELVIPAD: A Real-World Dataset for Omnidirectional Stereo Depth Estimation CVPR 2025 Certified Human Trajectory Prediction CVPR 2025 GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control CVPR 2025 Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression ICLR 2025 TAROT: Targeted Data Selection via Optimal Transport ICML 2025 GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization ICCV 2025 CODE: Confident Ordinary Differential Editing AAAI 2025 NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability WACV 2025 MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning CVPR 2024 Multi-Transmotion: Pre-trained Model for Human Motion Prediction CORL 2024 When Your AI Becomes a Target: AI Security Incidents and Best Practices AAAI 2024 TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression ICML 2024 Social-Transmotion: Promptable Human Trajectory Prediction ICLR 2024 Keypoint Promptable Re-Identification ECCV 2024 S-JEPA: A Joint Embedding Predictive Architecture for Skeletal Action Recognition ECCV 2024 UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction ECCV 2024 On Pitfalls of Test-Time Adaptation ICML 2023 Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning CLEAR 2023 Body Part-Based Representation Learning for Occluded Person Re-Identification WACV 2023 Composite Relationship Fields With Transformers for Scene Graph Generation WACV 2023 Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting CORL 2022 Vehicle Trajectory Prediction Works, but Not Everywhere CVPR 2022 Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective CVPR 2022 Keypoint Communities ICCV 2021 Interpretable Social Anchors for Human Trajectory Forecasting in Crowds CVPR 2021 Social NCE: Contrastive Learning of Socially-Aware Motion Representations ICCV 2021 Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving ICCV 2021 TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? NIPS 2021 DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation NIPS 2020 Collaborative Sampling in Generative Adversarial Networks AAAI 2020 Convolutional Relational Machine for Group Activity Recognition CVPR 2019 MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation ICCV 2019 PifPaf: Composite Fields for Human Pose Estimation CVPR 2019 CAR-Net: Clairvoyant Attentive Recurrent Network ECCV 2018 Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR 2018 Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals CVPR 2017 Tracking the Untrackable: Learning to Track Multiple Cues With Long-Term Dependencies ICCV 2017 Characterizing and Improving Stability in Neural Style Transfer ICCV 2017 Social Scene Understanding: End-To-End Multi-Person Action Localization and Collective Activity Recognition CVPR 2017 Unsupervised Learning of Long-Term Motion Dynamics for Videos CVPR 2017 Social LSTM: Human Trajectory Prediction in Crowded Spaces CVPR 2016 Recurrent Attention Models for Depth-Based Person Identification CVPR 2016 RGB-W: When Vision Meets Wireless ICCV 2015 Learning to Track: Online Multi-Object Tracking by Decision Making ICCV 2015 Socially-aware Large-scale Crowd Forecasting CVPR 2014