Researcher Trevor Darrell

Researcher Biography
http://www.eecs.berkeley.edu/Faculty/Homepages/darrell.html

Current Projects

Autonomous Driving in Unstructured Stochastic Intersections
BDD 100K and Beyond Data Labeling Efforts
Combining Deep Learning and Model Predictive Control for Safe, Effective Autonomous Driving
Domain Adaptation with Scene Structure
Object-centric Spatial-Temporal Interaction Networks for Rare Event Recognition
Predicting Pedestrian Behavior from 3D Cues

Past Projects

Adversarial Deep Learning for Autonomous Driving
Clockwork FCNs for Fast Video Processing
Cross-modal Transfer Learning
CyCADA: Cycle Consistent Adversarial Domain Adaptation
Fast Simultaneous Object Detection and Segmentation
Public-Road Demonstration of the BDD/HCE Autonomous Driving Car
Robust Visual Understanding in Adversarial Environments