Continual detection transformer for incremental object detection

Incremental object detection (IOD) aims to train an object detector in phases, each with annotations for new object categories. As other incremental settings, IOD is subject to catastrophic forgetting, which is often addressed by techniques such as knowledge distillation (KD) and exemplar replay (ER...

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Bibliografske podrobnosti
Main Authors: Liu, Y, Schiele, B, Vedaldi, A, Rupprecht, C
Format: Conference item
Jezik:English
Izdano: IEEE 2023