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We build efficient physical AI systems.
Our research focuses are as follows:
1. Data & Perception
Data Augmentation & Synthesis
Remote Sensing / Drone-view Processing
Dataset Condensation for Autonomous Systems
2. Efficiency & Hardware
Hardware-friendly Compression
Efficient NAS
3. World Models & Simulation
Realistic 3D Simulation
World Models for Flight
4. Reasoning & Navigation
VLM/MLLM/VLA-based Navigation
Cross-view Matching
5. Reliability & Collaboration
Safety-Critical Robustness
Multi-Agent Swarm Intelligence
On-Device Continual & Online Learning
Collaborators
(in alphabetical order)
Dr. Soo Ye Kim (Adobe Research, USA)
Prof. Kisoo Kim (KHU, South Korea)
Prof. Jong Hwan Ko (SKKU, South Korea)
Prof. Sungyong Lee (KHU, South Korea)
Prof. Yong-Jae Moon (KHU, South Korea)
Prof. Jihyung Oh (CAU, South Korea)
Prof. Tae-Hyun Oh (KAIST, South Korea)
Prof. Chaoning Zhang (UESTC, China)
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