cs.MM · 2026-06-09 · No. 18
Multimedia, 2026-06-09.
1 new papers in cs.MM. Titles, authors,
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01 — The papers
1 entries-
01
Conan-embedding-v3: Fusing Modality-Specific Models for Omni-Modal Embedding
Shiyu Li, Zhiyuan Hu, Yifan Wang, Peiming Li, Zheng Wei, Yang Tang
cs.MM · cs.AI · cs.LG
Omni-modal retrieval promises a single embedding space for text, image, video, document, and audio inputs, but building such a unified retriever is difficult since these modalities differ in data distribution, architecture, and optimization dynamics. In this work, we present Conan-embedding-v3, a decouple--fuse--recover framework for omni-modal retrieval. Conan-embedding-v3 first trains modality specialists independently and fuses their task...
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