BriefGPT.xyz
Jun, 2024
综合生成回放的任务增量分割:具有并行外观和语义遗忘
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting
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Wei Li, Jingyang Zhang, Pheng-Ann Heng, Lixu Gu
TL;DR
任务增量学习中的综合生成回放框架通过合成图像-掩模对来还原外观和语义知识,解决了出现同时外观和语义遗忘的问题。
Abstract
generalist segmentation models
are increasingly favored for diverse tasks involving various objects from different image sources.
task-incremental learning
(TIL) offers a privacy-preserving training paradigm usin
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