SOYO is a lightweight trainable domain selector for parameter-isolation domain incremental learning, improving parameter selection accuracy and downstream performance on six benchmarks.
Domain incremental object detection based on feature space topology preserv- ing strategy
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Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need
SOYO is a lightweight trainable domain selector for parameter-isolation domain incremental learning, improving parameter selection accuracy and downstream performance on six benchmarks.