2 papers
cs.CV2026
TRIAD: Multimodal Retrieval across Abstraction, Constraints, and State
Xiangyang Wu, Chen Ju, Xu Chen +4
Multimodal retrieval increasingly supports agentic systems, where user requests can involve cross-level relations, combine multiple constraints, and evolve across dialogue turns. I…
cs.CV2025
Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval
Likang Peng, Chao Su, Wenyuan Wu +4
Cross-modal hashing (CMH) facilitates efficient retrieval across different modalities (e.g., image and text) by encoding data into compact binary representations. While recent meth…