Researcher Kurt Keutzer

Researcher Biography

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

Current Projects

An Innovative Approach to the Dual Problems of High-Resolution Input and Video Object Detection

Automated Search for Neural Net Architectures

Efficient Neural Networks through Systematic Quantization

Embedded natural language processing for in-car speech commands

Enabling Valuable Training Data through Domain Adaptation

Past Projects

Design Space Exploration for Deep Neural Nets for Advanced Driver Assistance Systems

Domain Adaptation for Realistic LiDAR Data Synthesis

Efficient Neural Nets for Real-Time object-recognition on High-Resolution Images

Energy-Efficient Deep Neural Nets for Occupancy-Grid Mapping

Real-time, Energy Efficient Video Object Detection and Tracking

Safe and Effective Learning through Formal Simulation