Preprint
Sep 2026
AdaMerge: Tuning-Free Patch Compression for Multi-Vector Visual Document Retrieval
AdaMerge is proposed, a plug-and-play compression method that detects each document's own cliff via gap analysis on the merge-cosine trajectory, and builds attention-weighted cluster centroids to preserve salient signal.
Jian-Xin You, Kun Ni
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