Alexandre Alahi

Kaouther Messaoud Ben Amor

Éloi Zablocki

Matthieu Cord

CoRR, 2024

Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness.

[BibT_eX]

[DOI]

David Fernández Llorca

CoRR, 2024

Certified Human Trajectory Prediction.

[BibT_eX]

[DOI]

Amirhossein Asgari-Farsangi

CoRR, 2024

Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts.

[BibT_eX]

[DOI]

CoRR, 2024

When Your AI Becomes a Target: AI Security Incidents and Best Practices.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Safety-Compliant Generative Adversarial Networks for Human Trajectory Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., April, 2023

Real-Time Localization for Closed-Loop Control of Assistive Furniture.

[BibT_eX]

[DOI]

Anastasia Bolotnikova

IEEE Robotics Autom. Lett., 2023

Social-Transmotion: Promptable Human Trajectory Prediction.

[BibT_eX]

[DOI]

CoRR, 2023

Images in Discrete Choice Modeling: Addressing Data Isomorphism in Multi-Modality Inputs.

[BibT_eX]

[DOI]

Brian Sifringer

CoRR, 2023

Manipulating Trajectory Prediction with Backdoors.

[BibT_eX]

[DOI]

CoRR, 2023

Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations.

[BibT_eX]

[DOI]

CoRR, 2023

Towards more Practical Threat Models in Artificial Intelligence Security.

[BibT_eX]

[DOI]

CoRR, 2023

JRDB-Traj: A Dataset and Benchmark for Trajectory Forecasting in Crowds.

[BibT_eX]

[DOI]

CoRR, 2023

TIC-TAC: A Framework To Learn And Evaluate Your Covariance.

[BibT_eX]

[DOI]

Megh Shukla

Mathieu Salzmann

CoRR, 2023

SoccerNet 2023 Challenges Results.

[BibT_eX]

[DOI]

CoRR, 2023

Principles and Guidelines for Evaluating Social Robot Navigation Algorithms.

[BibT_eX]

[DOI]

CoRR, 2023

Toward Reliable Human Pose Forecasting with Uncertainty.

[BibT_eX]

[DOI]

Mehrshad Mirmohammadi

Matin Daghyani

Parham Saremi

Yashar Zoroofchi Benisi

Amirhossein Alimohammadi

Zahra Tehraninasab

Taylor Mordan

CoRR, 2023

Predicting long-term collective animal behavior with deep learning.

[BibT_eX]

[DOI]

CoRR, 2023

Body Part-Based Representation Learning for Occluded Person Re-Identification.

[BibT_eX]

[DOI]

Vladimir Somers

Fabio Augusto de Alcantara Andrade

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

1<sup>st</sup> Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Composite Relationship Fields with Transformers for Scene Graph Generation.

[BibT_eX]

[DOI]

George Adaimi

David Mizrahi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

A generic diffusion-based approach for 3D human pose prediction in the wild.

[BibT_eX]

[DOI]

Ali Rasekh

Mohammadreza Mofayezi

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

On Pitfalls of Test-Time Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Conference on Causal Learning and Reasoning, 2023

2022

A Shared Representation for Photorealistic Driving Simulators.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Detecting 32 Pedestrian Attributes for Autonomous Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Human Trajectory Forecasting in Crowds: A Deep Learning Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Perceiving Humans: From Monocular 3D Localization to Social Distancing.

[BibT_eX]

[DOI]

Fabio Augusto de Alcantara Andrade

IEEE Trans. Intell. Transp. Syst., 2022

1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.

[BibT_eX]

[DOI]

CoRR, 2022

SoccerNet 2022 Challenges Results.

[BibT_eX]

[DOI]

Bernard Ghanem

Marc Van Droogenbroeck

Miguel Santos Marques

CoRR, 2022

Pedestrian 3D Bounding Box Prediction.

[BibT_eX]

[DOI]

Yi Zhou Ju

CoRR, 2022

SoccerNet 2022 Challenges Results.

[BibT_eX]

[DOI]

Bernard Ghanem

Marc Van Droogenbroeck

Miguel Santos Marques

Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022

Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion.

[BibT_eX]

[DOI]

Dongxu Guo

Taylor Mordan

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Training Traffic Light Behavior with End-to-End Learning.

[BibT_eX]

[DOI]

Maël Wildi

Arnoud Visser

Proceedings of the Intelligent Autonomous Systems 17, 2022

Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Vehicle trajectory prediction works, but not everywhere.

[BibT_eX]

[DOI]

Ahmad Rahimi

Mohammad Shaverdikondori

Amir Hossein Shahidzadeh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Conference on Robot Learning, 2022

VL4Pose: Active Learning Through Out-Of-Distribution Detection For Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Guest Editorial: Introduction to the Special Issue on Long-Term Human Motion Prediction.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2021

Do Pedestrians Pay Attention? Eye Contact Detection in the Wild.

[BibT_eX]

[DOI]

CoRR, 2021

Vehicle trajectory prediction works, but not everywhere.

[BibT_eX]

[DOI]

Ahmad Rahimi

Mohammad Shaverdikondori

Mohammad Shahidzadeh

CoRR, 2021

Causal Imitative Model for Autonomous Driving.

[BibT_eX]

[DOI]

Mohammad Reza Samsami

Saber Salehkaleybar

CoRR, 2021

DriverGym: Democratising Reinforcement Learning for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2021

SVG-Net: An SVG-based Trajectory Prediction Model.

[BibT_eX]

[DOI]

CoRR, 2021

Are socially-aware trajectory prediction models really socially-aware?

[BibT_eX]

[DOI]

Pedram Khorsandi

Mohammad Saneian

CoRR, 2021

Injecting Knowledge in Data-driven Vehicle Trajectory Predictors.

[BibT_eX]

[DOI]

Ismail Nejjar

CoRR, 2021

TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive?

[BibT_eX]

[DOI]

Bastien van Delft

Baptiste Bellot-Gurlet

Taylor Mordan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Decoupled Representations for Human Pose Forecasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Keypoint Communities.

[BibT_eX]

[DOI]

Duncan Zauss

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Social NCE: Contrastive Learning of Socially-aware Motion Representations.

[BibT_eX]

[DOI]

Qi Yan

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Interpretable Social Anchors for Human Trajectory Forecasting in Crowds.

[BibT_eX]

[DOI]

Brian Sifringer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Linear Artificial Forces for Human Dynamics in Complex Contexts.

[BibT_eX]

[DOI]

Pasquale Coscia

Lamberto Ballan

Francesco A. N. Palmieri

Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020

Automatic detection of hand hygiene using computer vision technology.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2020

Pedestrian Intention Prediction: A Multi-task Perspective.

[BibT_eX]

[DOI]

Smail Ait Bouhsain

CoRR, 2020

Perceiving Traffic from Aerial Images.

[BibT_eX]

[DOI]

George Adaimi

CoRR, 2020

DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Joint Human Pose Estimation and Stereo 3D Localization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Collaborative Sampling in Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A computer vision system for deep learning-based detection of patient mobilization activities in the ICU.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2019

Using Image Priors to Improve Scene Understanding.

[BibT_eX]

[DOI]

Brigit Schroeder

Hanlin Tang

CoRR, 2019

Rethinking Person Re-Identification with Confidence.

[BibT_eX]

[DOI]

George Adaimi

CoRR, 2019

Collaborative GAN Sampling.

[BibT_eX]

[DOI]

CoRR, 2019

Crowd-Robot Interaction: Crowd-Aware Robot Navigation With Attention-Based Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Robotics and Automation, 2019

MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Using a Priori Knowledge to Improve Scene Understanding.

[BibT_eX]

[DOI]

Brigit Schroeder

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

PifPaf: Composite Fields for Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Convolutional Relational Machine for Group Activity Recognition.

[BibT_eX]

[DOI]

Sina Mokhtarzadeh Azar

Mina Ghadimi Atigh

Ahmad Nickabadi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Long-term path prediction in urban scenarios using circular distributions.

[BibT_eX]

[DOI]

Pasquale Coscia

Francesco Castaldo

Francesco A. N. Palmieri

Lamberto Ballan

Image Vis. Comput., 2018

Let Me Not Lie: Learning MultiNomial Logit.

[BibT_eX]

[DOI]

Brian Sifringer

Virginie Lurkin

CoRR, 2018

CAR-Net: Clairvoyant Attentive Recurrent Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

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

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health Care Conference, 2017

Unsupervised camera localization in crowded spaces.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Tracking the Untrackable: Learning to Track Multiple Cues with Long-Term Dependencies.

[BibT_eX]

[DOI]

Amir Sadeghian

Proceedings of the IEEE International Conference on Computer Vision, 2017

Characterizing and Improving Stability in Neural Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Unsupervised Learning of Long-Term Motion Dynamics for Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning to Predict Human Behavior in Crowded Scenes.

[BibT_eX]

[DOI]

Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

Tracking Millions of Humans in Crowded Spaces.

[BibT_eX]

[DOI]

Vignesh Ramanathan

Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016

ITOP Dataset.

[BibT_eX]

[DOI]

Dataset, October, 2016

Forecasting Social Navigation in Crowded Complex Scenes.

[BibT_eX]

[DOI]

CoRR, 2016

Viewpoint Invariant 3D Human Pose Estimation with Recurrent Error Feedback.

[BibT_eX]

[DOI]

CoRR, 2016

Video Analysis for Body-worn Cameras in Law Enforcement.

[BibT_eX]

[DOI]

Louis-Philippe Morency

Harpreet S. Sawhney

Yaser Sheikh

CoRR, 2016

Point-based path prediction from polar histograms.

[BibT_eX]

[DOI]

Pasquale Coscia

Francesco Castaldo

Francesco A. N. Palmieri

Lamberto Ballan

Proceedings of the 19th International Conference on Information Fusion, 2016

Learning Social Etiquette: Human Trajectory Understanding In Crowded Scenes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Perceptual Losses for Real-Time Style Transfer and Super-Resolution.

[BibT_eX]

[DOI]

Justin Johnson

Proceedings of the Computer Vision - ECCV 2016, 2016

Towards Viewpoint Invariant 3D Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Knowledge Transfer for Scene-Specific Motion Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Recurrent Attention Models for Depth-Based Person Identification.

[BibT_eX]

[DOI]

Albert Haque

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Social LSTM: Human Trajectory Prediction in Crowded Spaces.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Vision-Based Hand Hygiene Monitoring in Hospitals.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2016, 2016

2015

RGB-W Dataset.

[BibT_eX]

[DOI]

Albert Haque

Dataset, December, 2015

Learning to Track: Online Multi-object Tracking by Decision Making.

[BibT_eX]

[DOI]

Yu Xiang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

RGB-W: When Vision Meets Wireless.

[BibT_eX]

[DOI]

Albert Haque

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

From Bits to Images: Inversion of Local Binary Descriptors.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

SCOOP: A Real-Time Sparsity Driven People Localization Algorithm.

[BibT_eX]

[DOI]

Mohammad Golbabaee

J. Math. Imaging Vis., 2014

Socially-Aware Large-Scale Crowd Forecasting.

[BibT_eX]

[DOI]

Vignesh Ramanathan

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

TRECVID 2013 GENIE: Multimedia Event Detection and Recounting.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

2012

Beyond bits: Reconstructing images from Local Binary Descriptors.

[BibT_eX]

[DOI]

Emmanuel d'Angelo

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Foreground silhouette extraction robust to sudden changes of background appearance.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

FREAK: Fast Retina Keypoint.

[BibT_eX]

[DOI]

Raphael Ortiz

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Vision-Based Scene Understanding with Sparsity Promoting Priors.

[BibT_eX]

[DOI]

PhD thesis, 2011

Sparsity Driven People Localization with a Heterogeneous Network of Cameras.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2011

2010

Cascade of descriptors to detect and track objects across any network of cameras.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2010

Stream carving: An adaptive seam carving algorithm.

[BibT_eX]

[DOI]

Daniel Domingues