I’m a postdoc at MIT, working on deep learning approaches to driver state sensing, scene perception, motion control and planning for semi-autonomous vehicles. This page has links to a sparse selection of recent work. For a more complete list, see the publications on the main page.
Research and Paper-Related
- Detecting Road Surface Wetness from Audio with Recurrent Neural Networks
- FFCN: Fast Visualization of Human Peripheral Vision with Fully Convolutional Networks
- Detecting Driver Frustration from Audio and Video in the Wild
- Automated Synchronization of Driving Data: Video, Audio, Telemetry, and Accelerometer