Incremental Learning

General Incremental Learning with Domain-aware Categorical Representations

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SGTR: End-to-end Scene Graph Generation with Transformer

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An EM Framework for Online Incremental Learning of Semantic Segmentation

Incremental learning of semantic segmentation has emerged as a promising strategy for visual scene interpretation in the openworld setting. However, it remains challenging to acquire novel classes in an online fashion for the segmentation task, …