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…