Researcher Trevor Darrell

Researcher Biography

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

Current Projects

Similarity Learning for Multiple Object Tracking

BDD 100K and Beyond Data Labeling Efforts

Autonomous Driving in Unstructured Stochastic Intersections

Combining Deep Learning and Model Predictive Control for Safe, Effective Autonomous Driving

Past Projects

Predicting Pedestrian Behavior from 3D Cues

Domain Adaptation with Scene Structure

Object-centric Spatial-Temporal Interaction Networks for Rare Event Recognition

CyCADA: Cycle Consistent Adversarial Domain Adaptation

Public-Road Demonstration of the BDD/HCE Autonomous Driving Car

Robust Visual Understanding in Adversarial Environments

Adversarial Deep Learning for Autonomous Driving

Fast Simultaneous Object Detection and Segmentation

Clockwork FCNs for Fast Video Processing

Cross-modal Transfer Learning