Alexandre Alahi

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