MANTIS: Modulated Adaptive Neural Compression for Task-Informed Split Computing
Task-informed neural compression for UAV split inference across urban segmentation, wildlife detection, and wildfire monitoring.
Jan 1, 2026
ADAPT: Automated Decision-flow for Adaptive Progressive Inference on Sensor Devices
Adaptive progressive inference for resource-constrained sensor devices.
Dec 15, 2025
MANTIS Neural Compression
Task-informed split-computing system that compresses UAV visual streams into compact latents for edge perception.
Jan 1, 2025
SHIELD Digital Twin Project
Community-scale digital twin platform for disaster resilience, edge sensing, simulation, and resource-aware inference.
Jan 1, 2024
Wildfire Intelligence
Machine learning, compression, and edge-computing systems for wildfire detection, prediction, and resource-aware monitoring.
Jan 1, 2023