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MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection
A source sample is considered suitable if it differs from the target sample only in domain, without differences in unimportant characteristics such as orientation and color, which can hinder the model’s focus on aligning the domain difference.
Ranked #1 on
Object Detection
on Pascal VOC to Clipart1K
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