Papers Overlapped 5-3
“Overlapped 5-3” 태그가 달린 논문 3편 · 필터 해제
Mitigating Background Shift in Class-Incremental Semantic Segmentation
2024-07-16
· Gilhan Park, WonJun Moon, SuBeen Lee, Tae-Young Kim 외
Class-Incremental Semantic Segmentation(CISS) aims to learn new classes without forgetting the old ones, using only the labels of the new classes. To achieve this, two popular strategies are employed: 1) pseudo-labeling …
Class Incremental LearningClass-Incremental Semantic SegmentationContinual LearningContinual Semantic Segmentation+15Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
2022-10-13
· Dipam Goswami, René Schuster, Joost Van de Weijer, Didier Stricker
In class-incremental semantic segmentation (CISS), deep learning architectures suffer from the critical problems of catastrophic forgetting and semantic background shift. Although recent works focused on these issues, ex…
Class-Incremental Semantic SegmentationContinual LearningOverlapped 100-10Overlapped 100-5+8SATS: Self-Attention Transfer for Continual Semantic Segmentation
2022-03-15
· Yiqiao Qiu, Yixing Shen, Zhuohao Sun, Yanchong Zheng 외
Continually learning to segment more and more types of image regions is a desired capability for many intelligent systems. However, such continual semantic segmentation suffers from the same catastrophic forgetting issue…
Continual Semantic SegmentationKnowledge DistillationOverlapped 100-10Overlapped 10-1+7
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