2025
Towards Generalizable Trajectory Prediction using Dual-Level Representation Learning and Adaptive Prompting
2025. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025, Nashville, Tennessee, US, 2025-06-11 – 2025-06-15.MotionMap: Representing Multimodality in Human Pose Forecasting
2025. IEEE Conference on Computer Vision and Pattern Recognition, Nashville, Tennessee, USA, 2025-06-11 – 2025-06-15.Principles and Guidelines for Evaluating Social RobotNavigation Algorithms
ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION. 2025. Vol. 14, num. 2. DOI : 10.1145/3700599.ThermoNeRF: A multimodal Neural Radiance Field for joint RGB-thermal novel view synthesis of building facades
Advanced Engineering Informatics. 2025. Vol. 65, p. 103345. DOI : 10.1016/j.aei.2025.103345.Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
2025. 13th International Conference on Learning Representations (ICLR 2025), Singapore, 2025-04-24 – 2025-04-28.Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors
2025. CONFERENCE ON LANGUAGE MODELING 2025, Montreal, Canada, 2025-10-07 – 2025-10-10.NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability
2025. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, USA, 2025-02-26 – 2025-03-06. p. 7593 – 7604. DOI : 10.1109/wacv61041.2025.00738.X-ray Micro-CT based characterization of rock cuttings with deep learning
Applied Computing and Geosciences. 2025. Vol. 25, p. 100220. DOI : 10.1016/j.acags.2025.100220.Adapting Fine-Grained Cross-View Localization to Areas Without Fine Ground Truth
2025. 18th European Conference on Computer Vision, Milan, Italy, 2024-09-29 – 2024-10-04. p. 397 – 415. DOI : 10.1007/978-3-031-72751-1_23.Automated Detection of Isolated REM Sleep Behavior Disorder Using Computer Vision
Annals of Neurology. 2025. DOI : 10.1002/ana.27170.Person Re-Identification and its Application to Multi-Object Tracking
Lausanne, EPFL, 2025.Keypoint Promptable Re-Identification
2025. 18th European Conference on Computer Vision, Milan, Italy, 2024-09-29 – 2024-10-04. p. 216 – 233. DOI : 10.1007/978-3-031-72986-7_13.Unified Human Localization and Trajectory Prediction with Monocular Vision
2025. 2025 IEEE International Conference on Robotics & Automation (ICRA), Atlanta, USA, 2025-05-19 – 2025-05-23.Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations
2025. IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashwille, Tennessee, USA, 2025-06-11 – 2025-06-15.2024
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
2024. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025, Nashville, Tennessee, US, 2025-06-11 – 2025-06-15.SoccerNet 2023 challenges results
Sports Engineering. 2024. Vol. 27, num. 2, p. 24. DOI : 10.1007/s12283-024-00466-4.TAROT: Targeted Data Selection via Optimal Transport
2024. The Forty-Second International Conference on Machine Learning, Vancouver, Canada, 2025-07-13 – 2025-07-19.Multi-Transmotion: Pre-trained Model for Human Motion Prediction
2024. 8th Annual Conference on Robot Learning, MĂŒnchen, Germany, 2024-11-06 – 2024-11-09.PolyGloT-UML: A Gamified Framework for Enhancing UML Learning Paths
2024. 27 International Conference on Model Driven Engineering Languages and Systems, Linz, Austria, 2024-09-22 – 2024-09-27. p. 31 – 35. DOI : 10.1145/3652620.3687785.Eye-Rubbing Detection Using a Smartwatch: A Feasibility Study Demonstrated High Accuracy With Machine Learning
Translational vision science & technology. 2024. Vol. 13, num. 9. DOI : 10.1167/tvst.13.9.1.CODE: Confident Ordinary Differential Editing
2024
UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction
2024. European Conference on Computer Vision (ECCV 2024), Milano, Italy, 2024-09-29 – 2024-10-04. DOI : 10.48550/arXiv.2403.15098.TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression
2024. 41st International Conference on Machine Learning (ICML) 2024, Vienna, Austria, July 21-27, 2024.MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning
2024. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA, June 17-21, 2024.Dynamic Voxels Based on Ego-Conditioned Prediction: An Integrated Spatio-Temporal Framework for Motion Planning
Ieee Transactions On Intelligent Transportation Systems. 2024. DOI : 10.1109/TITS.2024.3398008.JRDB-Traj: A Dataset and Benchmark for Trajectory Forecasting in Crowds
2024. 24th Swiss Transport Research Conference (STRC), Monte VeritĂ , Ascona, Switzerland, 2024-05-15 – 2024-05-17.Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?
2024. International Conference on Robotics and Automation (ICRA), yokohama, japan, May 13- May 17, 2024.Social-Transmotion: Promptable Human Trajectory Prediction
2024. International Conference on Learning Representations (ICLR), Vienna, Austria, May 7-11, 2024.When Your AI Becomes a Target: AI Security Incidents and Best Practices
2024. Proceedings of the 38th AAAI Conference on Artificial Intelligence, Vancouver, Canada, February 20-27, 2024. p. 23041 – 23046. DOI : 10.1609/aaai.v38i21.30347.Machine Learning Security Against Data Poisoning: Are We There Yet?
Computer. 2024. Vol. 57, num. 3, p. 26 – 34. DOI : 10.1109/MC.2023.3299572.Voices from the Frontline: Revealing the AI Practitioners’ viewpoint on the European AI Act
2024. HICCS.A journey toward generalizable trajectory forecasting models
Lausanne, EPFL, 2024.Bridging Discrete Choice Modeling and Neural Networks: Unifying Statistical Rigor and Predictive Power
Lausanne, EPFL, 2024.Toward Reliable Human Pose Forecasting With Uncertainty
IEEE Robotics and Automation Letters. 2024. Vol. 9, num. 5, p. 4447 – 4454. DOI : 10.1109/LRA.2024.3374188.Backdoor learning curves: explaining backdoor poisoning beyond influence functions
International Journal of Machine Learning and Cybernetics. 2024. DOI : 10.1007/s13042-024-02363-5.Discovering meaningful units from text sequences
Lausanne, EPFL, 2024.2023
Rethinking data augmentation for adversarial robustness
Information Sciences. 2023. Vol. 654, num. 119838, p. 1 – 17. DOI : 10.1016/j.ins.2023.119838.Toward contactless human thermal monitoring: A framework for Machine Learning-based human thermo-physiology modeling augmented with computer vision
Building and Environment. 2023. Vol. 245, num. 110850. DOI : 10.1016/j.buildenv.2023.110850.Adversarial vulnerability bounds for Gaussian process classification
Machine Learning. 2023. Vol. 112, p. 971 – 1009. DOI : 10.1007/s10994-022-06224-6.Real-Time Localization for Closed-Loop Control of Assistive Furniture
Ieee Robotics And Automation Letters. 2023. Vol. 8, num. 8, p. 4799 – 4806. DOI : 10.1109/LRA.2023.3287365.Traffic perception from aerial images using butterfly fields
Transportation Research Part C-Emerging Technologies. 2023. Vol. 153, p. 104181. DOI : 10.1016/j.trc.2023.104181.Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
ACM Computing Surveys. 2023. Vol. 55, num. 294, p. 1 – 39. DOI : 10.1145/3585385.On Pitfalls of Test-time Adaptation
2023. International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA, July 23-29, 2023.Non-intrusive physiological parameters sensing for personalized human thermal comfort prediction
2023. 18th Healthy Buildings Europe Conference, Aachen, Germany, June 11-14, 2023.The Metaverse as a Virtual Model of Platform Urbanism: Its Converging AIoT, XReality, Neurotech, and Nanobiotech and Their Applications, Challenges, and Risks
Smart Cities. 2023. Vol. 6, num. 3, p. 1345 – 1384. DOI : 10.3390/smartcities6030065.A generic diffusion-based approach for 3D human pose prediction in the wild
2023. IEEE International Conference on Robotics and Automation (ICRA), London, England, 29 May â 2 June, 2023. p. 8246 – 8253. DOI : 10.1109/ICRA48891.2023.10160399.Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning
2023. Conference on Causal Learning and Reasoning (CLeaR), TĂŒbingen, Germany, April 11-14, 2023.The automated collapse data constructor technique and the data-driven methodology for seismic collapse risk assessment
Earthquake Engineering & Structural Dynamics. 2023. DOI : 10.1002/eqe.3865.Safety-Compliant Generative Adversarial Networks for Human Trajectory Forecasting
IEEE Transactions on Intelligent Transportation Systems. 2023. p. 1 – 11. DOI : 10.1109/TITS.2022.3233906.Training Traffic Light Behavior with End-to-End Learning
2023. 17th International Conference on Intelligent Autonomous Systems (IAS), Zagreb, Croatia, June 13-16, 2022. p. 753 – 764. DOI : 10.1007/978-3-031-22216-0_50.Body Part-Based Representation Learning for Occluded Person Re-Identification
2023. Winter Conference on Applications of Computer Vision (WACV23), Waikoloa, Hawaii, January 3-7, 2023. p. 1613 – 1623. DOI : 10.1109/WACV56688.2023.00166.DeepSportradar-v2: a Multi-Sport Computer Vision Dataset for Sport Understandings
2023. 6th ACM International Workshop on Multimedia Content Analysis in Sports (MMSports), Ottawa, CANADA, OCT 29, 2023. p. 23 – 29. DOI : 10.1145/3606038.3616160.Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking
2023. 6th ACM International Workshop on Multimedia Content Analysis in Sports (MMSports), Ottawa, CANADA, OCT 29, 2023. p. 103 – 112. DOI : 10.1145/3606038.3616172.Composite Relationship Fields with Transformers for Scene Graph Generation
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Waikoloa, Hawaii, United States, January 3-7, 2023. p. 52 – 64. DOI : 10.1109/WACV56688.2023.00014.Towards more Practical Threat Models in Artificial Intelligence Security
2023
Machine Learning Security in Industry: A Quantitative Survey
Ieee Transactions On Information Forensics And Security. 2023. Vol. 18, p. 1749 – 1762. DOI : 10.1109/TIFS.2023.3251842.Deep Generative Models for Autonomous Driving: from Motion Forecasting to Realistic Image Synthesis
Lausanne, EPFL, 2023.Manipulating Trajectory Prediction with Backdoors
2023
Learning Robust and Adaptive Representations: from Interactions, for Interactions
Lausanne, EPFL, 2023.2022
VL4Pose: Active Learning Through Out-Of-Distribution Detection For Pose Estimation
2022. 33rd British Machine Vision Conference (BMVC 2022), London, UK, November 21-24, 2022.Proxy methods for detection of inhalation exposure in simulated office environments
Journal Of Exposure Science And Environmental Epidemiology. 2022. DOI : 10.1038/s41370-022-00495-w.The Rising Impacts of the COVID-19 Pandemic and the Russia-Ukraine War: Energy Transition, Climate Justice, Global Inequality, and Supply Chain Disruption
Resources-Basel. 2022. Vol. 11, num. 11, p. 99. DOI : 10.3390/resources11110099.Emerging Trends and Knowledge Structures of Urbanization and Environmental Sustainability: A Regional Perspective
Sustainability. 2022. Vol. 14, num. 20, p. 13195. DOI : 10.3390/su142013195.Are the trajectory prediction models generalizable?
2022. The IFAC Symposium on Robust Control Design (ROCOND), kyoto, japan, August 30-September 2, 2022.Vehicle trajectory prediction works, but not everywhere
2022. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, Louisiana, USA, June 21 – 24, 2022. DOI : 10.1109/CVPR52688.2022.01661.STATNet: Spatial-temporal attention in the traffic prediction
2022. European Association for Research in Transportation (hEART), KU leuven, Belgium, June 1-3, 2022.Automated Detection Of Isolated Rem Sleep Behavior Disorder (Irbd) During Single Night In-Lab Video-Polysomnography (Psg) Using Computer Vision
2022. p. A282 – A282.Reshaping Perception for Autonomous Driving with Semantic Keypoints
Lausanne, EPFL, 2022.Perceiving Humans: from Monocular 3D Localization to Social Distancing
IEEE Transactions on Intelligent Transportation Systems. 2022. Vol. 23, num. 7, p. 7401 – 7418. DOI : 10.1109/TITS.2021.3069376.Detecting 32 Pedestrian Attributes for Autonomous Vehicles
IEEE Transactions on Intelligent Transportation Systems. 2022. Vol. 23, num. 8, p. 11823 – 11835. DOI : 10.1109/TITS.2021.3107587.Visual Scene Understanding for Transportation: From Detecting Objects To Relationships
Lausanne, EPFL, 2022.Simple Yet Effective Action Recognition for Autonomous Driving
2022. 11th Triennial Symposium on Transportation Analysis Conference (TRISTAN XI), Mauritius Island, June 19-25, 2022.Deep Learning Methods for Socially-Aware Human Trajectory Forecasting
Lausanne, EPFL, 2022.Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective
2022. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, Louisiana, USA, June 21-24, 2022. p. 17060 – 17071. DOI : 10.1109/CVPR52688.2022.01657.OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association
Ieee Transactions On Intelligent Transportation Systems. 2022. Vol. 23, num. 8, p. 13498 – 13511. DOI : 10.1109/TITS.2021.3124981.SoccerNet 2022 Challenges Results
2022. 5th ACM International Workshop on Multimedia Content Analysis in Sports (ACM MMSports), Lisboa, PORTUGAL, OCT 10-14, 2022. p. 75 – 86. DOI : 10.1145/3552437.3555703.Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion
2022. IEEE 39th International Conference on Robotics and Automation (ICRA 2022), Philadelphia, Pennsylvania, USA, May 23-27, 2022. p. 940 – 947. DOI : 10.1109/ICRA46639.2022.9811664.A Lightweight Goal-Based model for Trajectory Prediction
2022. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Macau, PEOPLES R CHINA, Oct 08-12, 2022. p. 4209 – 4214. DOI : 10.1109/ITSC55140.2022.9922288.Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting
2022. Conference on Robotics Learning, Auckland, New Zealand, December 14-18, 2022.Pedestrian 3D Bounding Box Prediction
2022. 10th Symposium of the European Association for Research in Transportation (hEART), Leuven, Belgium, June, 2022.Are socially-aware trajectory prediction models really socially-aware?
Transportation Research Part C: Emerging Technologies. 2022. Vol. 141, p. 103705. DOI : 10.1016/j.trc.2022.103705.2021
A Shared Representation for Photorealistic Driving Simulators
IEEE Transactions on Intelligent Transportation Systems. 2021. p. 1 – 11. DOI : 10.1109/TITS.2021.3131303.TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive?
2021. 35th Annual Conference on Neural Information Processing Systems (NeurIPS 2022), Virtual, Decembre 6-14, 2021.DriverGym: Democratising Reinforcement Learning for Autonomous Driving
2021. NeurIPS 2021 Workshop on Machine Learning for Autonomous Driving, Online, December 6-14, 2021.Social NCE: Contrastive Learning of Socially-aware Motion Representations
2021. IEEE International Conference on Computer Vision (ICCV), Virtual, October 10-17, 2021. p. 15098 – 15109. DOI : 10.1109/ICCV48922.2021.01484.Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving
2021. IEEE International Conference on Computer Vision (ICCV 2021), [Virtual], October 10-17, 2021. p. 15731 – 15740. DOI : 10.1109/ICCV48922.2021.01544.Keypoint Communities
2021. IEEE International Conference on Computer Vision (ICCV 2021), [Virtual], October 10-17, 2021. p. 11037 – 11046. DOI : 10.1109/ICCV48922.2021.01087.Pedestrian intention prediction: A convolutional bottom-up multi-task approach
Transportation Research Part C: Emerging Technologies. 2021. Vol. 130, p. 103259. DOI : 10.1016/j.trc.2021.103259.Guest Editorial: Introduction to the Special Issue on Long-Term Human Motion Prediction
Ieee Robotics And Automation Letters. 2021. Vol. 6, num. 3, p. 5613 – 5617. DOI : 10.1109/LRA.2021.3077964.Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
IEEE Transactions on Intelligent Transportation Systems. 2021. p. 1 – 15. DOI : 10.1109/TITS.2021.3069362.MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization
2021. International Conference on Robotics and Automation (ICRA), Xi’an, China, June 1-6, 2021. p. 5126 – 5132. DOI : 10.1109/ICRA48506.2021.9561820.Injecting Knowledge in Data-driven Vehicle Trajectory Predictors
Transportation Research Part C: Emerging Technologies. 2021. Vol. 128, p. 103010. DOI : 10.1016/j.trc.2021.103010.Learning Decoupled Representations for Human Pose Forecasting
2021. 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCV 2021), Virtual, October 11-17, 2021. p. 2294 – 2303. DOI : 10.1109/ICCVW54120.2021.00259.Modified Joint Channel-and-Data Estimation for One-Bit Massive MIMO
2021. IEEE International Symposium on Circuits and Systems (IEEE ISCAS), Daegu, SOUTH KOREA, May 22-28, 2021. DOI : 10.1109/ISCAS51556.2021.9401552.Interpretable Social Anchors for Human Trajectory Forecasting in Crowds
2021. Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Nashville, USA (Virtual), Jun 19â25, 2021. p. 15551 – 15561. DOI : 10.1109/CVPR46437.2021.01530.Deep visual Re-identification with confidence
Transportation Research Part C: Emerging Technologies. 2021. Vol. 126, p. 103067. DOI : 10.1016/j.trc.2021.103067.Adaptive hot water production based on Supervised Learning
Sustainable Cities and Society. 2021. Vol. 66, p. 102625. DOI : 10.1016/j.scs.2020.102625.2020
Detecting 32 Pedestrian Attributes for Autonomous Vehicles
2020
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation
2020. NeurIPS 2020 34th Conference on Neural Information Processing Systems, Vancouver, Canada, December 6-12, 2020.Precise Hand Finger Width Estimation via RGB-D Data
2020.Perceiving Traffic from Aerial Images
2020.Uncertainty-aware Model Inversion Networks
2020.Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
2020
Joint Human Pose Estimation and Stereo 3D Localization
2020. International Conference on Robotics and Automation (ICRA), Paris, France. Virtual conference., May 31th, June 4th 2020. p. 2324 – 2330. DOI : 10.1109/ICRA40945.2020.9197069.Collaborative Sampling in Generative Adversarial Networks
2020. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, New York, USA, February 7-12, 2020. p. 4948 – 4956. DOI : 10.1609/aaai.v34i04.5933.A Reinforcement Learning Approach to Train Routing and Scheduling
2020.Automatic detection of hand hygiene using computer vision technology
Journal of the American Medical Informatics Association. 2020. Vol. 27, num. 8, p. 1316 – 1320. DOI : 10.1093/jamia/ocaa115.Bilinear Multimodal Discriminator for Adversarial Domain Adaptation with Privileged Information
2020. 9th Symposium of the European Association for Research in Transportation (HEART 2020), Lyon, France, February 3-4, 2020.Enhancing discrete choice models with representation learning
Transportation Research Part B: Methodological. 2020. Vol. 140, p. 236 – 261. DOI : 10.1016/j.trb.2020.08.006.Next Steps for Image Synthesis using Semantic Segmentation
2020. 20th Swiss Transport Research Conference (STRC 2020), [Online event], 13-14 May 2020.Pedestrian Intention Prediction: A Multi-task Perspective
2020. 9th Symposium of the European Association for Research in Transportation (hEART 2021), Lyon, France, 7-9 April 2021.2019
Automatic Differentiation in Social Force Models
2019. European Association for Research in Transportation (hEART), Budapest, 4-6 september 2019.Adversarial Loss for Human Trajectory Prediction
2019. European Association for Research in Transportation (hEART 2019), Budapest, 4-6 september 2019.Learning online combinatorial stochastic policies with deep reinforcement
2019. European Association for Research in Transportation (hEART), Budapest, September 4-6, 2019.Convolutional Relational Machine for Group Activity Recognition
2019. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, Jun 16-20, 2019. p. 7884 – 7893. DOI : 10.1109/CVPR.2019.00808.MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation
2019. International Conference on Computer Vision (ICCV), Seoul, Korea, October 27- November 2, 2019. p. 6860 – 6870. DOI : 10.1109/ICCV.2019.00696.PifPaf: Composite Fields for Human Pose Estimation
2019. IEEE conference on computer vision and pattern recognition (CVPR), Long Beach, CA, Jun 16-20, 2019. p. 11969 – 11978. DOI : 10.1109/CVPR.2019.01225.Next Steps for Social Force with Big Data
2019. Swiss Transport Research Conference (STRC).Feed-forwards meet recurrent networks in vehicle trajectory prediction
2019. Swiss Transport Research Conference (STRC).A computer vision system for deep learning-based detection of patient mobilization activities in the ICU
npj Digital Medicine. 2019. Vol. 2, p. 11. DOI : 10.1038/s41746-019-0087-z.Deep Visual Re-Identification with Confidence
2019. arXiv.Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
2019. International Conference on Robotics and Automation (ICRA), Montreal, Canada, May 20-24, 2019. p. 6015 – 6022. DOI : 10.1109/ICRA.2019.8794134.Pedestrian Image Generation for Self-driving Cars
2019. Swiss Transport Research Conference (STRC).Using A Priori Knowledge to Improve Scene Understanding
2019. 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, Jun 16-20, 2019. p. 487 – 489. DOI : 10.1109/CVPRW.2019.00067.2018
Learning nuisances to track pedestrians in autonomous vehicles
2018. Heart 2018 – 7th Symposium of the European Association for Research in Transportation conference, Athens, September 5-7, 2018.Enhancing Discrete Choice Models with Neural Networks
2018. hEART 2018 â 7th Symposium of the European Association for Research in Transportation conference, Athens, September 5-7, 2018.Linear Artificial Forces for Human Dynamics in Complex Contexts
2018. WIRN, Vietri, 13-15 june 2018.Learning nuisances to track pedestrians in autonomous vehicles
2018. 18th Swiss Transport Research Conference, Monte VeritĂ , Ascona, May 16 â 18, 2018.CAR-Net: Clairvoyant Attentive Recurrent Network
2018. European Conference on Computer Vision (ECCV), Munich, 8-14 September 2018. p. 162 – 180. DOI : 10.1007/978-3-030-01252-6_10.Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
2018. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake city, June 18-22. DOI : 10.1109/CVPR.2018.00240.Long-term path prediction in urban scenarios using circular distributions
Image and Vision Computing. 2018. Vol. 69, p. 81 – 91. DOI : 10.1016/j.imavis.2017.11.006.2017
Vision-Based Prediction of ICU Mobility Care Activities using Recurrent Neural Networks
NIPS workshop on Machine Learning for Health, 2017-12-08.Viewpoint Invariant Convolutional Networks for Identifying Risky Hand Hygiene Scenarios
Workshop at NIPS on Machine Learning for Health.Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition
2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, USA, July 21-26, 2017. p. 3425 – 3434. DOI : 10.1109/Cvpr.2017.365.Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance
2017. Machine Learning for Healthcare (MLHC), Northeastern University, Massachusetts, August 18- 19, 2017.Learning to Predict Human Behavior in Crowded Scenes
Group and Crowd Behavior for Computer Vision; Elsevier, 2017. p. 183 – 207.Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies
2017. International Conference on Computer Vision (ICCV), Venice, Italy, October 22-29, 2017. p. 300 – 311. DOI : 10.1109/ICCV.2017.41.Jointly Learning Energy Expenditures and Activities using Egocentric Multimodal Signals
2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, USA, July 21-26, 2017. p. 6817 – 6826. DOI : 10.1109/CVPR.2017.721.Tracking millions of humans
Group and Crowd Behavior for Computer Vision; Elsevier, 2017. p. 115 – 135.Characterizing and Improving Stability in Neural Style Transfer
2017. International Conference on Computer Vision (ICCV), Venice, Italy, October 22-29, 2017. p. 4087 – 4096. DOI : 10.1109/ICCV.2017.438.Unsupervised Camera Localization in Crowded Spaces
2017. IEEE International Conference on Robotics and Automation (ICRA), Singapore, May 29 – June 3, 2017. p. 2666 – 2673. DOI : 10.1109/ICRA.2017.7989311.Unsupervised Learning of Long-Term Motion Dynamics for Videos
2017. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hawaii, USA, July 21-26, 2017. p. 7101 – 7110. DOI : 10.1109/CVPR.2017.751.2016
Point-based Path Prediction from Polar Histograms
2016. p. 1961 – 1967.Recurrent Attention Models for Depth-Based Person Identification
2016. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA, 27-30 June, 2016. p. 1229 – 1238. DOI : 10.1109/CVPR.2016.138.Towards Viewpoint Invariant 3D Human Pose Estimation
2016. European Conference on Computer Vision (ECCV). p. 160 – 177. DOI : 10.1007/978-3-319-46448-0_10.Learning Social Etiquette: Human Trajectory Understanding In Crowded Scenes
2016. p. 549 – 565. DOI : 10.1007/978-3-319-46484-8_33.Perceptual Losses for Real-Time Style Transfer and Super-Resolution
2016. European Conference on Computer Vision (ECCV). p. 694 – 711. DOI : 10.1007/978-3-319-46475-6_43.Vision-Based Hand Hygiene Monitoring in Hospitals
American Medical Informatics Association (AMIA) Symposium, 2016.Knowledge Transfer for Scene-specific Motion Prediction
2016. European Conference on Computer Vision (ECCV). p. 697 – 713. DOI : 10.1007/978-3-319-46448-0_42.Social LSTM: Human Trajectory Prediction in Crowded Spaces
2016. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA, 27-30 June 2016. p. 961 – 971. DOI : 10.1109/CVPR.2016.110.2015
RGB-W: When Vision Meets Wireless
2015. IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, 7-13 December 2015. p. 3289 – 3297. DOI : 10.1109/ICCV.2015.376.Biologically Inspired Keypoints
Biologically Inspired Computer Vision: Fundamentals and Applications; Wiley, 2015. p. 347 – 374.Learning to Track: Online Multi-object Tracking by Decision Making
2015. IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, 7-13 December 2015. p. 4705 – 4713. DOI : 10.1109/ICCV.2015.534.2014
Robust Real-time Pedestrians Detection in Urban Environments with a Network of Low Resolution Cameras
Transportation Research Part C: Emerging Technologies. 2014. Vol. 39, p. 113 – 128. DOI : 10.1016/j.trc.2013.11.019.From Bits to Images: Inversion of Local Binary Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2014. Vol. 36, num. 5, p. 874 – 887. DOI : 10.1109/TPAMI.2013.228.Socially-Aware Large-Scale Crowd Forecasting
2014. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, OH, USA, 23-28 June 2014. p. 2211 – 2218. DOI : 10.1109/CVPR.2014.283.System and method for media library navigation and recommendation
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2012. IEEE International conference on Image Processing, Orlando, Florida, USA, September 30 – October 3, 2012. DOI : 10.1109/ICIP.2012.6467088.Beyond Bits: Reconstructing Images from Local Binary Descriptors
2012. 21st International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, November 11-15, 2012. p. 935 – 938.FREAK: Fast Retina Keypoint
2012. IEEE Conference on Computer Vision and Pattern Recognition, Rhode Island, Providence, USA, June 16-21, 2012. p. 510 – 517. DOI : 10.1109/CVPR.2012.6247715.SCOOP: A Real-Time Sparsity Driven People Localization Algorithm
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A Sparsity Constrained Inverse Problem to Locate People in a Network of Cameras
2009. 16th International Conference on Digital Signal Processing, Aegean island of Santorini, Greece, July 5-7, 2009. DOI : 10.1109/ICDSP.2009.5201223.Sport Players Detection and Tracking With a Mixed Network of Planar and Omnidirectional Cameras
2009. Third ACM/IEEE International Conference on Distributed Smart Cameras, Como, 30 August – 2 September, 2009. DOI : 10.1109/ICDSC.2009.5289406.Sparsity-driven People Localization Algorithm: Evaluation in Crowded Scenes Environments
2009. IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Snowbird, Utah, December 7-10, 2009. DOI : 10.1109/PETS-WINTER.2009.5399487.2008
Object Detection and Matching in a Mixed Network of Fixed and Mobile Cameras
2008. ACM International Conference on Multimedia, Vancouver, Canada, October 31, 2008. DOI : 10.1145/1463542.1463545.A Master-Slave Approach for Object Detection and Matching with Fixed and Mobile Cameras
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