Papers Continual Panoptic Segmentation
“Continual Panoptic Segmentation” 태그가 달린 논문 3편 · 필터 해제
Strike a Balance in Continual Panoptic Segmentation
2024-07-23
· Jinpeng Chen, Runmin Cong, Yuxuan Luo, Horace Ho Shing Ip 외
This study explores the emerging area of continual panoptic segmentation, highlighting three key balances. First, we introduce past-class backtrace distillation to balance the stability of existing knowledge with the ada…
Continual Panoptic SegmentationContinual Semantic SegmentationECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning
2024-03-29 · CVPR 2024 1
· Beomyoung Kim, Joonsang Yu, Sung Ju Hwang
Panoptic segmentation, combining semantic and instance segmentation, stands as a cutting-edge computer vision task. Despite recent progress with deep learning models, the dynamic nature of real-world applications necessi…
Continual LearningContinual Panoptic SegmentationInstance SegmentationKnowledge Distillation+4CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
2022-11-25 · CVPR 2023 1
· Fabio Cermelli, Matthieu Cord, Arthur Douillard
Continual learning for segmentation has recently seen increasing interest. However, all previous works focus on narrow semantic segmentation and disregard panoptic segmentation, an important task with real-world impacts.…
Continual LearningContinual Panoptic SegmentationContinual Semantic SegmentationPanoptic Segmentation+2
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