Lex Fridman

Orcid: 0000-0003-1484-6843

Affiliations:
  • Massachusetts Institute of Technology, Center for Transportation and Logistics, Cambridge, USA


According to our database1, Lex Fridman authored at least 50 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild.
ACM Trans. Comput. Hum. Interact., December, 2023

2022
Value of Temporal Dynamics Information in Driving Scene Segmentation.
IEEE Trans. Intell. Veh., 2022

2020
MIT DriveSeg (Manual) Dataset.
Dataset, June, 2020

MIT DriveSeg (Semi-auto) Dataset.
Dataset, June, 2020

MIT-AVT Clustered Driving Scene Dataset: Evaluating Perception Systems in Real-World Naturalistic Driving Scenarios.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019
Object as Distribution.
CoRR, 2019

Dynamics of Pedestrian Crossing Decisions Based on Vehicle Trajectories in Large-Scale Simulated and Real-World Data.
CoRR, 2019

Eye Contact Between Pedestrians and Drivers.
CoRR, 2019

Hacking Nonverbal Communication Between Pedestrians and Vehicles in Virtual Reality.
CoRR, 2019

MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction With Automation.
IEEE Access, 2019

Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Investigating the correspondence between driver head position and glance location.
PeerJ Comput. Sci., 2018

Human-Centered Autonomous Vehicle Systems: Principles of Effective Shared Autonomy.
CoRR, 2018

Designing Toward Minimalism in Vehicle HMI.
CoRR, 2018

DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning.
CoRR, 2018

A Machine Learning Approach for Power Allocation in HetNets Considering QoS.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Cognitive Load Estimation in the Wild.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Deep Learning for Understanding the Human.
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location.
IEEE Syst. J., 2017

MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation.
CoRR, 2017

Arguing Machines: Perception-Control System Redundancy and Edge Case Discovery in Real-World Autonomous Driving.
CoRR, 2017

To Walk or Not to Walk: Crowdsourced Assessment of External Vehicle-to-Pedestrian Displays.
CoRR, 2017

A Fast Foveated Fully Convolutional Network Model for Human Peripheral Vision.
CoRR, 2017

What Can Be Predicted from Six Seconds of Driver Glances?
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Semi-Automated Annotation of Discrete States in Large Video Datasets.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Automated synchronization of driving data using vibration and steering events.
Pattern Recognit. Lett., 2016

'Owl' and 'Lizard': patterns of head pose and eye pose in driver gaze classification.
IET Comput. Vis., 2016

Driver Gaze Region Estimation without Use of Eye Movement.
IEEE Intell. Syst., 2016

Investigating Drivers' Head and Glance Correspondence.
CoRR, 2016

Learning Human Identity From Motion Patterns.
IEEE Access, 2016

Driver Frustration Detection from Audio and Video in the Wild.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Detecting road surface wetness from audio: A deep learning approach.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Behavioral Impact of Drivers' Roles in Automated Driving.
Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2016

2015
On the joint impact of bias and power control on downlink spectral efficiency in cellular networks.
CoRR, 2015

Driver Gaze Estimation Without Using Eye Movement.
CoRR, 2015

Detecting Road Surface Wetness from Audio: A Deep Learning Approach.
CoRR, 2015

Multi-modal decision fusion for continuous authentication.
Comput. Electr. Eng., 2015

2014
Active Linguistic Authentication Using Real-Time Stylometric Evaluation for Multi-Modal Decision Fusion.
Proceedings of the Advances in Digital Forensics X, 2014

2013
Decision Fusion for Multimodal Active Authentication.
IT Prof., 2013

Observations on sum user rate for cellular downlink.
Proceedings of the 8th International Conference on Cognitive Radio Oriented Wireless Networks, 2013

User authentication through biometric sensors and decision fusion.
Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

2012
OMAN: A Mobile Ad Hoc Network Design System.
IEEE Trans. Mob. Comput., 2012

2008
A Simplification Algorithm for Visualizing the Structure of Complex Graphs.
Proceedings of the 12th International Conference on Information Visualisation, 2008

Coopertive surveillance in video sensor networks.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Cross-layer multicommodity capacity expansion on ad hoc wireless networks of cognitive radios.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Distributed path planning for connectivity under uncertainty by ant colony optimization.
Proceedings of the American Control Conference, 2008

2007
Visualization of Resource Allocation in Large-Scale Mobile Ad Hoc Networks.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Path Planning for Network Performance.
Proceedings of the Global Communications Conference, 2007

Communication-Based Motion Planning.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

2006
Robust optimal power control for ad hoc networks.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006


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