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2020 – today
- 2022
[i44]Dongxu Guo, Taylor Mordan, Alexandre Alahi:
Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion. CoRR abs/2203.02489 (2022)- 2021
- [j7]Luigi Palmieri
, Andrey Rudenko, Jim Mainprice, Marc Hanheide, Alexandre Alahi, Achim J. Lilienthal, Kai Oliver Arras:
Guest Editorial: Introduction to the Special Issue on Long-Term Human Motion Prediction. IEEE Robotics Autom. Lett. 6(3): 5613-5617 (2021) - [c44]Parth Kothari, Brian Sifringer, Alexandre Alahi:
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds. CVPR 2021: 15556-15566 - [c43]Duncan Zauss, Sven Kreiss, Alexandre Alahi:
Keypoint Communities. ICCV 2021: 11037-11046 - [c42]Yuejiang Liu, Qi Yan, Alexandre Alahi:
Social NCE: Contrastive Learning of Socially-aware Motion Representations. ICCV 2021: 15098-15109 - [c41]Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen:
Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving. ICCV 2021: 15711-15720 - [c40]Behnam Parsaeifard, Saeed Saadatnejad, Yuejiang Liu, Taylor Mordan, Alexandre Alahi:
Learning Decoupled Representations for Human Pose Forecasting. ICCVW 2021: 2294-2303 - [c39]Lorenzo Bertoni, Sven Kreiss, Taylor Mordan, Alexandre Alahi:
MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization. ICRA 2021: 5126-5132 - [c38]Yuejiang Liu, Parth Kothari, Bastien van Delft, Baptiste Bellot-Gurlet, Taylor Mordan, Alexandre Alahi:
TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? NeurIPS 2021: 21808-21820 - [i43]Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi:
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association. CoRR abs/2103.02440 (2021) - [i42]Mohammadhossein Bahari, Ismail Nejjar, Alexandre Alahi:
Injecting Knowledge in Data-driven Vehicle Trajectory Predictors. CoRR abs/2103.04854 (2021) - [i41]Parth Kothari, Brian Sifringer, Alexandre Alahi:
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds. CoRR abs/2105.03136 (2021) - [i40]Saeed Saadatnejad, Mohammadhossein Bahari, Pedram Khorsandi, Mohammad Saneian, Seyed-Mohsen Moosavi-Dezfooli, Alexandre Alahi:
Are socially-aware trajectory prediction models really socially-aware? CoRR abs/2108.10879 (2021) - [i39]Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen:
Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving. CoRR abs/2109.01510 (2021) - [i38]Duncan Zauss, Sven Kreiss, Alexandre Alahi:
Keypoint Communities. CoRR abs/2110.00988 (2021) - [i37]Mohammadhossein Bahari, Vahid Zehtab, Sadegh Khorasani, Sana Ayromlou, Saeed Saadatnejad, Alexandre Alahi:
SVG-Net: An SVG-based Trajectory Prediction Model. CoRR abs/2110.03706 (2021) - [i36]Parth Kothari, Christian Perone, Luca Bergamini, Alexandre Alahi, Peter Ondruska:
DriverGym: Democratising Reinforcement Learning for Autonomous Driving. CoRR abs/2111.06889 (2021) - [i35]Yuejiang Liu, Riccardo Cadei, Jonas Schweizer, Sherwin Bahmani, Alexandre Alahi:
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective. CoRR abs/2111.14820 (2021) - [i34]Mohammad Reza Samsami, Mohammadhossein Bahari, Saber Salehkaleybar, Alexandre Alahi:
Causal Imitative Model for Autonomous Driving. CoRR abs/2112.03908 (2021) - [i33]Mohammadhossein Bahari, Saeed Saadatnejad, Ahmad Rahimi, Mohammad Shaverdikondori, Mohammad Shahidzadeh, Seyed-Mohsen Moosavi-Dezfooli, Alexandre Alahi:
Vehicle trajectory prediction works, but not everywhere. CoRR abs/2112.03909 (2021) - [i32]Younes Belkada, Lorenzo Bertoni, Romain Caristan, Taylor Mordan, Alexandre Alahi:
Do Pedestrians Pay Attention? Eye Contact Detection in the Wild. CoRR abs/2112.04212 (2021) - [i31]Saeed Saadatnejad, Siyuan Li, Taylor Mordan, Alexandre Alahi:
A Shared Representation for Photorealistic Driving Simulators. CoRR abs/2112.05134 (2021) - 2020
- [j6]Amit Singh, Albert Haque, Alexandre Alahi, Serena Yeung, Michelle Guo, Jill R. Glassman, William Beninati, Terry Platchek, Li Fei-Fei, Arnold Milstein:
Automatic detection of hand hygiene using computer vision technology. J. Am. Medical Informatics Assoc. 27(8): 1316-1320 (2020) - [c37]Yuejiang Liu, Parth Kothari, Alexandre Alahi:
Collaborative Sampling in Generative Adversarial Networks. AAAI 2020: 4948-4956 - [c36]Wenlong Deng, Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi:
Joint Human Pose Estimation and Stereo 3D Localization. ICRA 2020: 2324-2330 - [c35]Alexandre Carlier, Martin Danelljan, Alexandre Alahi, Radu Timofte:
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation. NeurIPS 2020 - [p3]Pasquale Coscia, Lamberto Ballan, Francesco A. N. Palmieri, Alexandre Alahi, Silvio Savarese:
Linear Artificial Forces for Human Dynamics in Complex Contexts. Neural Approaches to Dynamics of Signal Exchanges 2020: 21-33 - [i30]Parth Kothari, Sven Kreiss, Alexandre Alahi:
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective. CoRR abs/2007.03639 (2020) - [i29]Alexandre Carlier, Martin Danelljan, Alexandre Alahi, Radu Timofte:
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation. CoRR abs/2007.11301 (2020) - [i28]Lorenzo Bertoni, Sven Kreiss, Taylor Mordan, Alexandre Alahi:
MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization. CoRR abs/2008.10913 (2020) - [i27]Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi:
Perceiving Humans: from Monocular 3D Localization to Social Distancing. CoRR abs/2009.00984 (2020) - [i26]George Adaimi, Sven Kreiss, Alexandre Alahi:
Perceiving Traffic from Aerial Images. CoRR abs/2009.07611 (2020) - [i25]Smail Ait Bouhsain, Saeed Saadatnejad, Alexandre Alahi:
Pedestrian Intention Prediction: A Multi-task Perspective. CoRR abs/2010.10270 (2020) - [i24]Taylor Mordan, Matthieu Cord, Patrick Pérez, Alexandre Alahi:
Detecting 32 Pedestrian Attributes for Autonomous Vehicles. CoRR abs/2012.02647 (2020) - [i23]Yuejiang Liu, Qi Yan, Alexandre Alahi:
Social NCE: Contrastive Learning of Socially-aware Motion Representations. CoRR abs/2012.11717 (2020)
2010 – 2019
- 2019
- [c34]Brigit Schroeder, Alexandre Alahi:
Using a Priori Knowledge to Improve Scene Understanding. CVPR Workshops 2019: 487-489 - [c33]Sina Mokhtarzadeh Azar, Mina Ghadimi Atigh, Ahmad Nickabadi, Alexandre Alahi:
Convolutional Relational Machine for Group Activity Recognition. CVPR 2019: 7892-7901 - [c32]Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi:
PifPaf: Composite Fields for Human Pose Estimation. CVPR 2019: 11977-11986 - [c31]Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi:
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation. ICCV 2019: 6860-6870 - [c30]Changan Chen, Yuejiang Liu, Sven Kreiss, Alexandre Alahi:
Crowd-Robot Interaction: Crowd-Aware Robot Navigation With Attention-Based Deep Reinforcement Learning. ICRA 2019: 6015-6022 - [i22]Yuejiang Liu, Parth Kothari, Alexandre Alahi:
Collaborative GAN Sampling. CoRR abs/1902.00813 (2019) - [i21]Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi:
PifPaf: Composite Fields for Human Pose Estimation. CoRR abs/1903.06593 (2019) - [i20]Sina Mokhtarzadeh Azar, Mina Ghadimi Atigh, Ahmad Nickabadi, Alexandre Alahi:
Convolutional Relational Machine for Group Activity Recognition. CoRR abs/1904.03308 (2019) - [i19]George Adaimi, Sven Kreiss, Alexandre Alahi:
Rethinking Person Re-Identification with Confidence. CoRR abs/1906.04692 (2019) - [i18]Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi:
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation. CoRR abs/1906.06059 (2019) - [i17]Brigit Schroeder, Hanlin Tang, Alexandre Alahi:
Using Image Priors to Improve Scene Understanding. CoRR abs/1910.01198 (2019) - 2018
- [j5]Pasquale Coscia, Francesco Castaldo, Francesco A. N. Palmieri, Alexandre Alahi, Silvio Savarese, Lamberto Ballan:
Long-term path prediction in urban scenarios using circular distributions. Image Vis. Comput. 69: 81-91 (2018) - [c29]Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi:
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks. CVPR 2018: 2255-2264 - [c28]Amir Sadeghian, Ferdinand Legros, Maxime Voisin, Ricky Vesel, Alexandre Alahi, Silvio Savarese:
CAR-Net: Clairvoyant Attentive Recurrent Network. ECCV (11) 2018: 162-180 - [i16]Agrim Gupta, Justin Johnson, Li Fei-Fei, Silvio Savarese, Alexandre Alahi:
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks. CoRR abs/1803.10892 (2018) - [i15]Changan Chen, Yuejiang Liu, Sven Kreiss, Alexandre Alahi:
Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning. CoRR abs/1809.08835 (2018) - [i14]Brian Sifringer, Virginie Lurkin, Alexandre Alahi:
Let Me Not Lie: Learning MultiNomial Logit. CoRR abs/1812.09747 (2018) - 2017
- [c27]Timur M. Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese:
Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition. CVPR 2017: 3425-3434 - [c26]Katsuyuki Nakamura, Serena Yeung, Alexandre Alahi, Li Fei-Fei:
Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals. CVPR 2017: 6817-6826 - [c25]Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei:
Unsupervised Learning of Long-Term Motion Dynamics for Videos. CVPR 2017: 7101-7110 - [c24]Amir Sadeghian, Alexandre Alahi, Silvio Savarese:
Tracking the Untrackable: Learning to Track Multiple Cues with Long-Term Dependencies. ICCV 2017: 300-311 - [c23]Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei:
Characterizing and Improving Stability in Neural Style Transfer. ICCV 2017: 4087-4096 - [c22]Alexandre Alahi, Judson Wilson, Li Fei-Fei, Silvio Savarese:
Unsupervised camera localization in crowded spaces. ICRA 2017: 2666-2673 - [c21]Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Jeffrey Jopling, N. Lance Downing, William Beninati, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei:
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance. MLHC 2017: 75-87 - [p2]Alexandre Alahi, Vignesh Ramanathan, Li Fei-Fei:
Tracking Millions of Humans in Crowded Spaces. Group and Crowd Behavior for Computer Vision 2017: 115-135 - [p1]Alexandre Alahi, Vignesh Ramanathan, Kratarth Goel, Alexandre Robicquet, Amir A. Sadeghian, Li Fei-Fei, Silvio Savarese:
Learning to Predict Human Behavior in Crowded Scenes. Group and Crowd Behavior for Computer Vision 2017: 183-207 - [i13]Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei:
Unsupervised Learning of Long-Term Motion Dynamics for Videos. CoRR abs/1701.01821 (2017) - [i12]Amir Sadeghian, Alexandre Alahi, Silvio Savarese:
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies. CoRR abs/1701.01909 (2017) - [i11]Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-Fei:
Characterizing and Improving Stability in Neural Style Transfer. CoRR abs/1705.02092 (2017) - [i10]Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Jeffrey Jopling, N. Lance Downing, William Beninati, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei:
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance. CoRR abs/1708.00163 (2017) - [i9]Amir Sadeghian, Ferdinand Legros, Maxime Voisin, Ricky Vesel, Alexandre Alahi, Silvio Savarese:
CAR-Net: Clairvoyant Attentive Recurrent Network. CoRR abs/1711.10061 (2017) - 2016
- [c20]Serena Yeung, Alexandre Alahi, Albert Haque, Boya Peng, Zelun Luo, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei:
Vision-Based Hand Hygiene Monitoring in Hospitals. AMIA 2016 - [c19]Alexandre Alahi, Kratarth Goel, Vignesh Ramanathan, Alexandre Robicquet, Li Fei-Fei, Silvio Savarese:
Social LSTM: Human Trajectory Prediction in Crowded Spaces. CVPR 2016: 961-971 - [c18]Albert Haque, Alexandre Alahi, Li Fei-Fei:
Recurrent Attention Models for Depth-Based Person Identification. CVPR 2016: 1229-1238 - [c17]Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei:
Towards Viewpoint Invariant 3D Human Pose Estimation. ECCV (1) 2016: 160-177 - [c16]Alexandre Robicquet, Amir Sadeghian, Alexandre Alahi, Silvio Savarese:
Learning Social Etiquette: Human Trajectory Understanding In Crowded Scenes. ECCV (8) 2016: 549-565 - [c15]Justin Johnson, Alexandre Alahi, Li Fei-Fei:
Perceptual Losses for Real-Time Style Transfer and Super-Resolution. ECCV (2) 2016: 694-711 - [c14]Lamberto Ballan, Francesco Castaldo, Alexandre Alahi, Francesco Palmieri, Silvio Savarese:
Knowledge Transfer for Scene-Specific Motion Prediction. ECCV (1) 2016: 697-713 - [c13]Pasquale Coscia, Francesco Castaldo, Francesco A. N. Palmieri, Lamberto Ballan, Alexandre Alahi, Silvio Savarese:
Point-based path prediction from polar histograms. FUSION 2016: 1961-1967 - [i8]Alexandre Robicquet, Alexandre Alahi, Amir Sadeghian, Bryan Anenberg, John Doherty, Eli Wu, Silvio Savarese:
Forecasting Social Navigation in Crowded Complex Scenes. CoRR abs/1601.00998 (2016) - [i7]Lamberto Ballan, Francesco Castaldo, Alexandre Alahi, Francesco Palmieri, Silvio Savarese:
Knowledge Transfer for Scene-specific Motion Prediction. CoRR abs/1603.06987 (2016) - [i6]Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei:
Viewpoint Invariant 3D Human Pose Estimation with Recurrent Error Feedback. CoRR abs/1603.07076 (2016) - [i5]Justin Johnson, Alexandre Alahi, Li Fei-Fei:
Perceptual Losses for Real-Time Style Transfer and Super-Resolution. CoRR abs/1603.08155 (2016) - [i4]Jason J. Corso, Alexandre Alahi, Kristen Grauman, Gregory D. Hager, Louis-Philippe Morency, Harpreet S. Sawhney, Yaser Sheikh:
Video Analysis for Body-worn Cameras in Law Enforcement. CoRR abs/1604.03130 (2016) - [i3]Albert Haque, Alexandre Alahi, Li Fei-Fei:
Recurrent Attention Models for Depth-Based Person Identification. CoRR abs/1611.07212 (2016) - [i2]Timur M. Bagautdinov, Alexandre Alahi, François Fleuret, Pascal Fua, Silvio Savarese:
Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition. CoRR abs/1611.09078 (2016) - 2015
- [c12]Alexandre Alahi, Albert Haque, Li Fei-Fei:
RGB-W: When Vision Meets Wireless. ICCV 2015: 3289-3297 - [c11]Yu Xiang, Alexandre Alahi, Silvio Savarese:
Learning to Track: Online Multi-object Tracking by Decision Making. ICCV 2015: 4705-4713 - 2014
- [j4]Mohammad Golbabaee, Alexandre Alahi, Pierre Vandergheynst:
SCOOP: A Real-Time Sparsity Driven People Localization Algorithm. J. Math. Imaging Vis. 48(1): 160-175 (2014) - [j3]Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst:
From Bits to Images: Inversion of Local Binary Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 874-887 (2014) - [c10]Alexandre Alahi, Vignesh Ramanathan, Li Fei-Fei:
Socially-Aware Large-Scale Crowd Forecasting. CVPR 2014: 2211-2218 - 2013
- [c9]Sangmin Oh, A. G. Amitha Perera, Ilseo Kim, Megha Pandey, Kevin J. Cannons, Hossein Hajimirsadeghi, Arash Vahdat, Greg Mori, Ben Miller, Scott McCloskey, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Chenliang Xu, Rohit Kumar, Wei Chen, Jason J. Corso, Li Fei-Fei, Daphne Koller, Vignesh Ramanathan, Kevin Tang, Armand Joulin, Alexandre Alahi:
TRECVID 2013 GENIE: Multimedia Event Detection and Recounting. TRECVID 2013 - 2012
- [c8]Alexandre Alahi, Raphael Ortiz, Pierre Vandergheynst:
FREAK: Fast Retina Keypoint. CVPR 2012: 510-517 - [c7]Alexandre Alahi, Luigi Bagnato, Damien Matti, Pierre Vandergheynst:
Foreground silhouette extraction robust to sudden changes of background appearance. ICIP 2012: 1229-1232 - [c6]Emmanuel d'Angelo, Alexandre Alahi, Pierre Vandergheynst:
Beyond bits: Reconstructing images from Local Binary Descriptors. ICPR 2012: 935-938 - [i1]Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst:
From Bits to Images: Inversion of Local Binary Descriptors. CoRR abs/1211.1265 (2012) - 2011
- [j2]Alexandre Alahi, Laurent Jacques, Yannick Boursier, Pierre Vandergheynst:
Sparsity Driven People Localization with a Heterogeneous Network of Cameras. J. Math. Imaging Vis. 41(1-2): 39-58 (2011) - 2010
- [j1]Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt:
Cascade of descriptors to detect and track objects across any network of cameras. Comput. Vis. Image Underst. 114(6): 624-640 (2010) - [c5]Daniel Domingues, Alexandre Alahi, Pierre Vandergheynst:
Stream carving: An adaptive seam carving algorithm. ICIP 2010: 901-904
2000 – 2009
- 2009
- [c4]Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst:
Sport players detection and tracking with a mixed network of planar and omnidirectional cameras. ICDSC 2009: 1-8 - [c3]Alexandre Alahi, Yannick Boursier, Laurent Jacques, Pierre Vandergheynst:
A sparsity constrained inverse problem to locate people in a network of cameras. DPS 2009: 1-7 - 2008
- [c2]Alexandre Alahi, David Marimon, Michel Bierlaire, Murat Kunt:
A master-slave approach for object detection and matching with fixed and mobile cameras. ICIP 2008: 1712-1715 - [c1]Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt:
Object detection and matching in a mixed network of fixed and mobile cameras. AREA 2008: 9-16
Coauthor Index
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