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An Internal-External Constrained Distillation Framework for Continual ...
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Dec 24, 2023 · We propose a mixed distillation framework called Internal-External Constrained Distillation (ICD), which includes multi-information-based internal feature ...
It refers to the phenomenon of forgetting previously learned knowledge due to the plasticity-stability dilemma and background shift in the segmentation task.
An Internal-External Constrained Distillation Framework for Continual Semantic Segmentation · Author Picture Xing Zhang. Xi'an University of Architecture and ...
An Internal-External Constrained Distillation Framework for Continual Semantic Segmentation. Qingsen Yan, Shengqiang Liu, Xing Zhang, Yu Zhu, Jinqiu Sun ...
An Internal-External Constrained Distillation Framework for Continual Semantic Segmentation. Chapter. Dec 2023. Qingsen Yan · Shengqiang Liu · Xing ...
A Probabilistic Framework for Lifelong Test-Time Adaptation (CVPR2023)[paper][code]; Continual Semantic Segmentation with Automatic Memory Sample Selection ( ...
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It can be observed that for both continual object detection and continual semantic segmentation, the distillation losses can be broadly categorized into ...
Oct 13, 2022 · The devised framework (LwS, Learning with Style) is able to generalize incrementally acquired task knowledge across all the domains encountered.
Missing: Internal- External Constrained
The DKD technique imposes explicit constraints on each reasoning score, instead of class logits themselves, which is beneficial to improving the rigidity of a ...
A paper list of our recent survey on continual learning, and other useful resources in this field. - lywang3081/Awesome-Continual-Learning.
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