2025
Masked Autoencoders are Robust Task Offloaders for Timely and Accurate Inference
IROS 2025
Edge devices for robotics in hazardous environments, such as rescue drones, navigate complex terrains while transmitting images to remote servers for anomaly detection, including wildfires. However, these devices operate under strict resource constraints, prioritizing operational-critical tasks (e.g