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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Kun Li

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Preprint Oct 2026

Shift-Aware Identity-Guided Latent Refinement for Referring Audio--Visual Segmentation

Referring Audio--Visual Segmentation (Ref-AVS) is an emergent multimodal task requiring the precise identification and segmentation of a specific object based on a natural language expression grounded in both visual and auditory cues. Unlike traditional AVS, which segments generic sound sources, or referring video obje...

Kun Li, Sami Sebastian Brandt, Michael Ying Yang · 0 citations

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