Multi-Level Foreground Prompt for Incremental Object Detection

Multi-Level Foreground Prompt for Incremental Object Detection

In the study of incremental object detection, knowledge distillation and data replay are effective methods to mitigate catastrophic forgetting. However, current research on single-stage detectors is limited, single-stage detector outputs often contain excessive negative sample information, and direc...

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Bibliographic Details
Main Authors: Jianwen Mo, Ronghua Zou, Hua Yuan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Catastrophic forgetting
incremental learning
knowledge distillation
object detection
Online Access:https://ieeexplore.ieee.org/document/10819438/

Internet

https://ieeexplore.ieee.org/document/10819438/

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