GAMMA’s research includes design and implementation of algebraic, geometric, and scientific algorithms and their applications to computer graphics, robotics, virtual environments, CAD/CAM, acoustics, pedestrian dynamics, and medical simulation. Some recent work includes combining these methods with machine learning, computer vision and physically-based modeling for Autonomous Driving, Affective Computing and Reconstructing Reality. In addition to publishing papers at the leading venues, we have a long history of developing software packages and transitioning our technology into industrial products. Current and previous areas of research are highlighted below:
Current Research (Alphabetically)
- Audio and Speech
- Aerial Videos: Perception, Synthesis and Efficiency
- Affective Computing
- Autonomous Driving: Simulation and Navigation
- Crowd and Multi-Agent Environments
- Embodied AI
- Metaverse and AR/VR
- Physically-Based Modeling
- Robotics: Single and Multi-Robot Motion Planning, Grasping, Social Robotics
- Synthetic Data for Data Efficient Speech, Audio and Natural Language Processing