2 papers
cs.RO2026
IoT-Enabled Autonomous Maritime Navigation in Smart Ports: A Curriculum-Guided Shared Policy Learning Framework
Yuqing Lin, Rangya Zhang, Kum Fai Yuen
As smart port infrastructures increasingly rely on autonomous maritime devices enabled by the Internet of Things (IoT), ensuring reliable onboard navigation intelligence has become…
cs.CV2026
Dual-Stage Invariant Continual Learning under Extreme Visual Sparsity
Rangya Zhang, Jiaping Xiao, Lu Bai +2
Continual learning seeks to maintain stable adaptation under non-stationary environments, yet this problem becomes particularly challenging in object detection, where most existing…