Dynamic Semantic Channel Hashing (DSCH) replaces fixed-width SCH channels with continuous, similarity-dependent widths and positions, improving tie-aware mAP on most cross- and intra-modal retrieval tasks.
CCAH: A CLIP-Based Cycle Align- ment Hashing Method for Unsupervised Vision-Text Retrieval,
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DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing
Dynamic Semantic Channel Hashing (DSCH) replaces fixed-width SCH channels with continuous, similarity-dependent widths and positions, improving tie-aware mAP on most cross- and intra-modal retrieval tasks.