2 papers
cs.LG2024
CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay
Jianshu Zhang, Yankai Fu, Ziheng Peng +2
This paper introduces a novel perspective to significantly mitigate catastrophic forgetting in continuous learning (CL), which emphasizes models' capacity to preserve existing know…
cs.CV2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation
Dongyu Yao, Boheng Li
Self-training approach recently secures its position in domain adaptive semantic segmentation, where a model is trained with target domain pseudo-labels. Current advances have miti…