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Interpretable Social Anchors for Human Trajectory Forecasting in Crowds


May 07, 2021
Parth Kothari, Brian Sifringer, Alexandre Alahi

* To appear in Computer Vision and Pattern Recognition (CVPR) 2021 

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Injecting Knowledge in Data-driven Vehicle Trajectory Predictors


Mar 08, 2021
Mohammadhossein Bahari, Ismail Nejjar, Alexandre Alahi

* To be published in Transportation Research: Part C 

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OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association


Mar 03, 2021
Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi


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Social NCE: Contrastive Learning of Socially-aware Motion Representations


Dec 21, 2020
Yuejiang Liu, Qi Yan, Alexandre Alahi


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Detecting 32 Pedestrian Attributes for Autonomous Vehicles


Dec 04, 2020
Taylor Mordan, Matthieu Cord, Patrick Pérez, Alexandre Alahi

* Submission to IEEE Transactions on Intelligent Transportation Systems (T-ITS) 

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Pedestrian Intention Prediction: A Multi-task Perspective


Oct 20, 2020
Smail Ait Bouhsain, Saeed Saadatnejad, Alexandre Alahi

* Accepted and will be presented in hEART2020 

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Perceiving Traffic from Aerial Images


Sep 16, 2020
George Adaimi, Sven Kreiss, Alexandre Alahi


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Perceiving Humans: from Monocular 3D Localization to Social Distancing


Sep 01, 2020
Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi

* arXiv admin note: text overlap with arXiv:1906.06059 

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MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization


Aug 25, 2020
Lorenzo Bertoni, Sven Kreiss, Taylor Mordan, Alexandre Alahi


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DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation


Jul 30, 2020
Alexandre Carlier, Martin Danelljan, Alexandre Alahi, Radu Timofte

* 19 pages; updated references 

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Human Trajectory Forecasting in Crowds: A Deep Learning Perspective


Jul 07, 2020
Parth Kothari, Sven Kreiss, Alexandre Alahi

* 27 pages 

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Using Image Priors to Improve Scene Understanding


Oct 02, 2019
Brigit Schroeder, Hanlin Tang, Alexandre Alahi

* Accepted to Women in Computer Vision (WiCV) Workshop at CVPR 2019 

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MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation


Jun 14, 2019
Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi


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Rethinking Person Re-Identification with Confidence


Jun 11, 2019
George Adaimi, Sven Kreiss, Alexandre Alahi


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Convolutional Relational Machine for Group Activity Recognition


Apr 05, 2019
Sina Mokhtarzadeh Azar, Mina Ghadimi Atigh, Ahmad Nickabadi, Alexandre Alahi


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PifPaf: Composite Fields for Human Pose Estimation


Apr 05, 2019
Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi

* CVPR 2019 

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Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning


Feb 19, 2019
Changan Chen, Yuejiang Liu, Sven Kreiss, Alexandre Alahi

* Accepted at ICRA2019. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Collaborative GAN Sampling


Feb 02, 2019
Yuejiang Liu, Parth Kothari, Alexandre Alahi


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Let Me Not Lie: Learning MultiNomial Logit


Dec 23, 2018
Brian Sifringer, Virginie Lurkin, Alexandre Alahi

* 32 pages, 14 tables, 7 figures 

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CAR-Net: Clairvoyant Attentive Recurrent Network


Jul 31, 2018
Amir Sadeghian, Ferdinand Legros, Maxime Voisin, Ricky Vesel, Alexandre Alahi, Silvio Savarese

* ECCV 2018 
* The 2nd and 3rd authors contributed equally 

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Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance


Apr 24, 2018
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

* PMLR 68:75-87, 2017 
* Machine Learning for Healthcare Conference (MLHC) 

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Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks


Mar 29, 2018
Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi


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Characterizing and Improving Stability in Neural Style Transfer


May 05, 2017
Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei


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Unsupervised Learning of Long-Term Motion Dynamics for Videos


Apr 11, 2017
Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei

* CVPR 2017 

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Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies


Apr 03, 2017
Amir Sadeghian, Alexandre Alahi, Silvio Savarese


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Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition


Nov 28, 2016
Timur Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese


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Recurrent Attention Models for Depth-Based Person Identification


Nov 22, 2016
Albert Haque, Alexandre Alahi, Li Fei-Fei

* Computer Vision and Pattern Recognition (CVPR) 2016 

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Towards Viewpoint Invariant 3D Human Pose Estimation


Jul 26, 2016
Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei

* European Conference on Computer Vision (ECCV) 2016 

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