Sotabase

Career

· Assistant Professor (Research), Stanford University2021–
· Instructor, Stanford University2019–2021
· Researcher, Stanford University2017–2019
· Postdoctoral Researcher, University of North Carolina at Chapel Hill2017–
· Graduate Research Scholar, Carnegie Mellon University2012–2013
· PhD Student, Iran University of Science and Technology2008–2013

Publications (196)

On the Opportunities and Risks of Foundation Models
arXiv.org · 2021
5,795
cited
It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction
European Conference on Computer Vision · 2020
543
cited
Spatio-Temporal Graph for Video Captioning With Knowledge Distillation
Computer Vision and Pattern Recognition · 2020
264
cited
Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2020
184
cited
Action-Agnostic Human Pose Forecasting
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2018
182
cited
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
IEEE Robotics and Automation Letters · 2020
181
cited
Procedure Planning in Instructional Videos
European Conference on Computer Vision · 2019
115
cited
Adversarial Cross-Domain Action Recognition with Co-Attention
AAAI Conference on Artificial Intelligence · 2019
111
cited
Imitation Learning for Human Pose Prediction
IEEE International Conference on Computer Vision · 2019
107
cited
End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification
MLMI@MICCAI · 2018
104
cited
Variational AutoEncoder For Regression: Application to Brain Aging Analysis
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2019
97
cited
Socially and Contextually Aware Human Motion and Pose Forecasting
IEEE Robotics and Automation Letters · 2020
94
cited
Representation Learning with Statistical Independence to Mitigate Bias
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2019
92
cited
Home Action Genome: Cooperative Compositional Action Understanding
Computer Vision and Pattern Recognition · 2021
87
cited
Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2020
84
cited
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos
Medical Image Anal. · 2021
82
cited
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild
IEEE International Conference on Computer Vision · 2021
70
cited
End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN
arXiv.org · 2018
53
cited
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2019
51
cited
Segmenting the Future
IEEE Robotics and Automation Letters · 2019
51
cited
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