Lex Fridman

45 papers A* 3B 1C 1Journal 34Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild.
CoRR
Li Ding, Jack Terwilliger, Aishni Parab, Meng Wang, Lex Fridman, Bruce Mehler, Bryan Reimer
2023 J jnl
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild.
ACM Trans. Comput. Hum. Interact.
Li Ding, Jack Terwilliger, Aishni Parab, Meng Wang, Lex Fridman, Bruce Mehler, Bryan Reimer
2022 J jnl
Value of Temporal Dynamics Information in Driving Scene Segmentation.
IEEE Trans. Intell. Veh.
Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman
2020 C conf
MIT-AVT Clustered Driving Scene Dataset: Evaluating Perception Systems in Real-World Naturalistic Driving Scenarios.
IV
Li Ding, Michael Glazer, Meng Wang, Bruce Mehler, Bryan Reimer, Lex Fridman
2019 — conf
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions.
CVPR Workshops
Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer
2019 — conf
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions.
CVPR Workshops
Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer
2019 J jnl
Dynamics of Pedestrian Crossing Decisions Based on Vehicle Trajectories in Large-Scale Simulated and Real-World Data.
CoRR
Jack Terwilliger, Michael Glazer, Henri Schmidt, Joshua E. Domeyer, Heishiro Toyoda, Bruce Mehler, Bryan Reimer, Lex Fridman
2019 J jnl
Eye Contact Between Pedestrians and Drivers.
CoRR
Dina Aladawy, Michael Glazer, Jack Terwilliger, Henri Schmidt, Joshua E. Domeyer, Bruce Mehler, Bryan Reimer, Lex Fridman
2019 J jnl
Hacking Nonverbal Communication Between Pedestrians and Vehicles in Virtual Reality.
CoRR
Henri Schmidt, Jack Terwilliger, Dina Aladawy, Lex Fridman
2019 J jnl
MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction With Automation.
IEEE Access
Lex Fridman, Daniel E. Brown, Michael Glazer, William Angell, Spencer Dodd, Benedikt Jenik, Jack Terwilliger, Aleksandr Patsekin, Julia Kindelsberger, Li Ding, Sean Seaman, Alea Mehler, Andrew Sipperley, Anthony Pettinato, Bobbie D. Seppelt, Linda Angell, Bruce Mehler, Bryan Reimer
2019 J jnl
Object as Distribution.
CoRR
Li Ding, Lex Fridman
2019 J jnl
Value of Temporal Dynamics Information in Driving Scene Segmentation.
CoRR
Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman
2018 — conf
A Machine Learning Approach for Power Allocation in HetNets Considering QoS.
ICC
Roohollah Amiri, Hani Mehrpouyan, Lex Fridman, Ranjan K. Mallik, Arumugam Nallanathan, David Matolak
2018 J jnl
A Machine Learning Approach for Power Allocation in HetNets Considering QoS.
CoRR
Roohollah Amiri, Hani Mehrpouyan, Lex Fridman, Ranjan K. Mallik, Arumugam Nallanathan, David Matolak
2018 A* conf
Cognitive Load Estimation in the Wild.
CHI
Lex Fridman, Bryan Reimer, Bruce Mehler, William T. Freeman
2018 — conf
Deep Learning for Understanding the Human.
CHI Extended Abstracts
Lex Fridman
2018 J jnl
DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning.
CoRR
Lex Fridman, Benedikt Jenik, Jack Terwilliger
2018 J jnl
Designing Toward Minimalism in Vehicle HMI.
CoRR
Julia Kindelsberger, Lex Fridman, Michael Glazer, Bryan Reimer
2018 J jnl
Human-Centered Autonomous Vehicle Systems: Principles of Effective Shared Autonomy.
CoRR
Lex Fridman
2018 J jnl
Investigating the correspondence between driver head position and glance location.
PeerJ Comput. Sci.
Joonbum Lee, Mauricio Muñoz, Lex Fridman, Trent Victor, Bryan Reimer, Bruce Mehler
2017 J jnl
A Fast Foveated Fully Convolutional Network Model for Human Peripheral Vision.
CoRR
Lex Fridman, Benedikt Jenik, Shaiyan Keshvari, Bryan Reimer, Christoph Zetzsche, Ruth Rosenholtz
2017 J jnl
Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location.
IEEE Syst. J.
Lex Fridman, Steven Weber, Rachel Greenstadt, Moshe Kam
2017 J jnl
Arguing Machines: Perception-Control System Redundancy and Edge Case Discovery in Real-World Autonomous Driving.
CoRR
Lex Fridman, Benedikt Jenik, Bryan Reimer
2017 J jnl
MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation.
CoRR
Lex Fridman, Daniel E. Brown, Michael Glazer, William Angell, Spencer Dodd, Benedikt Jenik, Jack Terwilliger, Julia Kindelsberger, Li Ding, Sean Seaman, Hillary Abraham, Alea Mehler, Andrew Sipperley, Anthony Pettinato, Bobbie Seppelt, Linda Angell, Bruce Mehler, Bryan Reimer
2017 — conf
Semi-Automated Annotation of Discrete States in Large Video Datasets.
AAAI Workshops
Lex Fridman, Bryan Reimer
2017 J jnl
To Walk or Not to Walk: Crowdsourced Assessment of External Vehicle-to-Pedestrian Displays.
CoRR
Lex Fridman, Bruce Mehler, Lei Xia, Yangyang Yang, Laura Yvonne Facusse, Bryan Reimer
2017 A* conf
What Can Be Predicted from Six Seconds of Driver Glances?
CHI
Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler, Bryan Reimer
2016 J jnl
'Owl' and 'Lizard': patterns of head pose and eye pose in driver gaze classification.
IET Comput. Vis.
Lex Fridman, Joonbum Lee, Bryan Reimer, Trent Victor
2016 J jnl
Automated synchronization of driving data using vibration and steering events.
Pattern Recognit. Lett.
Lex Fridman, Daniel E. Brown, William Angell, Irman Abdic, Bryan Reimer, Hae Young Noh
2016 — conf
Behavioral Impact of Drivers' Roles in Automated Driving.
AutomotiveUI
Bryan Reimer, Anthony Pettinato, Lex Fridman, Joonbum Lee, Bruce Mehler, Bobbie Seppelt, Junghee Park, Karl Iagnemma
2016 B conf
Detecting road surface wetness from audio: A deep learning approach.
ICPR
Irman Abdic, Lex Fridman, Daniel E. Brown, William Angell, Bryan Reimer, Erik Marchi, Björn W. Schuller
2016 A* conf
Driver Frustration Detection from Audio and Video in the Wild.
IJCAI
Irman Abdic, Lex Fridman, Daniel McDuff, Erik Marchi, Bryan Reimer, Björn W. Schuller
2016 J jnl
Driver Gaze Region Estimation without Use of Eye Movement.
IEEE Intell. Syst.
Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer
2016 J jnl
Investigating Drivers' Head and Glance Correspondence.
CoRR
Joonbum Lee, Mauricio Muñoz, Lex Fridman, Trent Victor, Bryan Reimer, Bruce Mehler
2016 J jnl
Learning Human Identity From Motion Patterns.
IEEE Access
Natalia Neverova, Christian Wolf, Griffin Lacey, Lex Fridman, Deepak Chandra, Brandon Barbello, Graham W. Taylor
2016 J jnl
Semi-Automated Annotation of Discrete States in Large Video Datasets.
CoRR
Lex Fridman, Bryan Reimer
2016 J jnl
What Can Be Predicted from Six Seconds of Driver Glances?
CoRR
Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler, Bryan Reimer
2015 J jnl
"Owl" and "Lizard": Patterns of Head Pose and Eye Pose in Driver Gaze Classification.
CoRR
Lex Fridman, Joonbum Lee, Bryan Reimer, Trent Victor
2015 J jnl
Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location.
CoRR
Lex Fridman, Steven Weber, Rachel Greenstadt, Moshe Kam
2015 J jnl
Automated Synchronization of Driving Data Using Vibration and Steering Events.
CoRR
Lex Fridman, Daniel E. Brown, William Angell, Irman Abdic, Bryan Reimer, Hae Young Noh
2015 J jnl
Detecting Road Surface Wetness from Audio: A Deep Learning Approach.
CoRR
Irman Abdic, Lex Fridman, Erik Marchi, Daniel E. Brown, William Angell, Bryan Reimer
2015 J jnl
Driver Gaze Estimation Without Using Eye Movement.
CoRR
Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer
2015 J jnl
Learning Human Identity from Motion Patterns.
CoRR
Natalia Neverova, Christian Wolf, Griffin Lacey, Lex Fridman, Deepak Chandra, Brandon Barbello, Graham W. Taylor
2015 J jnl
Multi-modal decision fusion for continuous authentication.
Comput. Electr. Eng.
Lex Fridman, Ariel Stolerman, Sayandeep Acharya, Patrick Brennan, Patrick Juola, Rachel Greenstadt, Moshe Kam
2015 J jnl
On the joint impact of bias and power control on downlink spectral efficiency in cellular networks.
CoRR
Lex Fridman, Jeffrey Wildman, Steven Weber