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REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
Unfortunately, obtaining precise annotations in the multimodal field is expensive, which has prompted some methods to tackle the mismatched data pair issue in cross-modal matching contexts, termed as noisy correspondence.
Spatial Cascaded Clustering and Weighted Memory for Unsupervised Person Re-identification
We introduce the Spatial Cascaded Clustering and Weighted Memory (SCWM) method to address these challenges.
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach
Within an MoE, different experts address different input features, producing unique expert routing patterns for different classes in a routing feature space.
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