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Author

Qi Zhang

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Conference Open access Sep 2026

Listen and Count: Expanding the Frontier of Zero-shot Object Counting to Sound-centric Counting

While class-agnostic object counting has recently evolved from image-exemplar to language-guided paradigms, existing methods are limited by text polysemy and the lack of prompts in audio-sensing scenarios. To overcome these challenges, we introduce a sound-centric counting paradigm, enabling models to "listen and count...

Ming-Jie Wang, Zhuo-Hang Li, Qi Zhang et al. · 0 citations
Conference Jul 2026

Investigating Cross-Modal Semantics in Large Language Models Using Concept-Color Associations

Cross-modal correspondences, exemplified by systematic mappings between abstract concepts and colors, illuminate the mechanisms through which humans integrate sensory inputs with conceptual frameworks. Existing theories propose that these associations arise from semantic mediation via metaphors, statistical regularitie...

Yan Zhang, Hui-Jing Lin, Qi Zhang et al. · 0 citations

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