Lex Fridman

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 35

Top Topics

Power Allocation

Nonverbal Communication

Top Venues

Publications

Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman
Value of Temporal Dynamics Information in Driving Scene Segmentation. IEEE Trans. Intell. Veh. 7 (1) (2022)
Li Ding, Michael Glazer, Meng Wang, Bruce Mehler, Bryan Reimer, Lex Fridman
MIT-AVT Clustered Driving Scene Dataset: Evaluating Perception Systems in Real-World Naturalistic Driving Scenarios. IV (2020)
Henri Schmidt, Jack Terwilliger, Dina Aladawy, Lex Fridman
Hacking Nonverbal Communication Between Pedestrians and Vehicles in Virtual Reality. CoRR (2019)
Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions. CVPR Workshops (2019)
Lex Fridman, Li Ding, Benedikt Jenik, Bryan Reimer
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions. CVPR Workshops (2019)
Jack Terwilliger, Michael Glazer, Henri Schmidt, Joshua E. Domeyer, Heishiro Toyoda, Bruce Mehler, Bryan Reimer, Lex Fridman
Dynamics of Pedestrian Crossing Decisions Based on Vehicle Trajectories in Large-Scale Simulated and Real-World Data. CoRR (2019)
Dina Aladawy, Michael Glazer, Jack Terwilliger, Henri Schmidt, Joshua E. Domeyer, Bruce Mehler, Bryan Reimer, Lex Fridman
Eye Contact Between Pedestrians and Drivers. CoRR (2019)
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
MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction With Automation. IEEE Access 7 (2019)
Li Ding, Lex Fridman
Object as Distribution. CoRR (2019)
Li Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman
Value of Temporal Dynamics Information in Driving Scene Segmentation. CoRR (2019)
Lex Fridman
Deep Learning for Understanding the Human. CHI Extended Abstracts (2018)
Joonbum Lee, Mauricio Muñoz, Lex Fridman, Trent Victor, Bryan Reimer, Bruce Mehler
Investigating the correspondence between driver head position and glance location. PeerJ Comput. Sci. 4 (2018)
Lex Fridman, Benedikt Jenik, Jack Terwilliger
DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning. CoRR (2018)
Lex Fridman
Human-Centered Autonomous Vehicle Systems: Principles of Effective Shared Autonomy. CoRR (2018)
Roohollah Amiri, Hani Mehrpouyan, Lex Fridman, Ranjan K. Mallik, Arumugam Nallanathan, David Matolak
A Machine Learning Approach for Power Allocation in HetNets Considering QoS. CoRR (2018)
Lex Fridman, Bryan Reimer, Bruce Mehler, William T. Freeman
Cognitive Load Estimation in the Wild. CHI (2018)
Roohollah Amiri, Hani Mehrpouyan, Lex Fridman, Ranjan K. Mallik, Arumugam Nallanathan, David Matolak
A Machine Learning Approach for Power Allocation in HetNets Considering QoS. ICC (2018)
Julia Kindelsberger, Lex Fridman, Michael Glazer, Bryan Reimer
Designing Toward Minimalism in Vehicle HMI. CoRR (2018)
Lex Fridman, Benedikt Jenik, Bryan Reimer
Arguing Machines: Perception-Control System Redundancy and Edge Case Discovery in Real-World Autonomous Driving. CoRR (2017)
Lex Fridman, Benedikt Jenik, Shaiyan Keshvari, Bryan Reimer, Christoph Zetzsche, Ruth Rosenholtz
A Fast Foveated Fully Convolutional Network Model for Human Peripheral Vision. CoRR (2017)
Lex Fridman, Bruce Mehler, Lei Xia, Yangyang Yang, Laura Yvonne Facusse, Bryan Reimer
To Walk or Not to Walk: Crowdsourced Assessment of External Vehicle-to-Pedestrian Displays. CoRR (2017)
Lex Fridman, Bryan Reimer
Semi-Automated Annotation of Discrete States in Large Video Datasets. AAAI Workshops (2017)
Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler, Bryan Reimer
What Can Be Predicted from Six Seconds of Driver Glances? CHI (2017)
Lex Fridman, Steven Weber, Rachel Greenstadt, Moshe Kam
Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location. IEEE Syst. J. 11 (2) (2017)
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
MIT Autonomous Vehicle Technology Study: Large-Scale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation. CoRR (2017)
Irman Abdic, Lex Fridman, Daniel J. McDuff, Erik Marchi, Bryan Reimer, Björn W. Schuller
Driver Frustration Detection from Audio and Video in the Wild. IJCAI (2016)
Bryan Reimer, Anthony Pettinato, Lex Fridman, Joonbum Lee, Bruce Mehler, Bobbie Seppelt, Junghee Park, Karl Iagnemma
Behavioral Impact of Drivers' Roles in Automated Driving. AutomotiveUI (2016)
Irman Abdic, Lex Fridman, Daniel E. Brown, William Angell, Bryan Reimer, Erik Marchi, Björn W. Schuller
Detecting road surface wetness from audio: A deep learning approach. ICPR (2016)
Lex Fridman, Bryan Reimer
Semi-Automated Annotation of Discrete States in Large Video Datasets. CoRR (2016)
Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer
Driver Gaze Region Estimation without Use of Eye Movement. IEEE Intell. Syst. 31 (3) (2016)
Joonbum Lee, Mauricio Muñoz, Lex Fridman, Trent Victor, Bryan Reimer, Bruce Mehler
Investigating Drivers' Head and Glance Correspondence. CoRR (2016)
Natalia Neverova, Christian Wolf, Griffin Lacey, Lex Fridman, Deepak Chandra, Brandon Barbello, Graham W. Taylor
Learning Human Identity From Motion Patterns. IEEE Access 4 (2016)
Lex Fridman, Daniel E. Brown, William Angell, Irman Abdic, Bryan Reimer, Hae Young Noh
Automated synchronization of driving data using vibration and steering events. Pattern Recognit. Lett. 75 (2016)
Lex Fridman, Joonbum Lee, Bryan Reimer, Trent Victor
'Owl' and 'Lizard': patterns of head pose and eye pose in driver gaze classification. IET Comput. Vis. 10 (4) (2016)
Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler, Bryan Reimer
What Can Be Predicted from Six Seconds of Driver Glances? CoRR (2016)
Lex Fridman, Philipp Langhans, Joonbum Lee, Bryan Reimer
Driver Gaze Estimation Without Using Eye Movement. CoRR (2015)
Lex Fridman, Jeffrey Wildman, Steven Weber
On the joint impact of bias and power control on downlink spectral efficiency in cellular networks. CoRR (2015)
Lex Fridman, Ariel Stolerman, Sayandeep Acharya, Patrick Brennan, Patrick Juola, Rachel Greenstadt, Moshe Kam
Multi-modal decision fusion for continuous authentication. Comput. Electr. Eng. 41 (2015)
Irman Abdic, Lex Fridman, Erik Marchi, Daniel E. Brown, William Angell, Bryan Reimer
Detecting Road Surface Wetness from Audio: A Deep Learning Approach. CoRR (2015)
Lex Fridman, Joonbum Lee, Bryan Reimer, Trent Victor
"Owl" and "Lizard": Patterns of Head Pose and Eye Pose in Driver Gaze Classification. CoRR (2015)
Natalia Neverova, Christian Wolf, Griffin Lacey, Lex Fridman, Deepak Chandra, Brandon Barbello, Graham W. Taylor
Learning Human Identity from Motion Patterns. CoRR (2015)
Lex Fridman, Steven Weber, Rachel Greenstadt, Moshe Kam
Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location. CoRR (2015)
Lex Fridman, Daniel E. Brown, William Angell, Irman Abdic, Bryan Reimer, Hae Young Noh
Automated Synchronization of Driving Data Using Vibration and Steering Events. CoRR (2015)