Wavelet high-frequency features and real or complex adapters improve SAM and SAM2 on several low-level vision tasks, though gains depend on the wavelet family.
A data-free approach to mitigate catastrophic forgetting in federated class incremental learning for vision tasks
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SAMwave: Wavelet-Driven Feature Enrichment for Effective Adaptation of Segment Anything Model
Wavelet high-frequency features and real or complex adapters improve SAM and SAM2 on several low-level vision tasks, though gains depend on the wavelet family.