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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

Hamam Mokayed

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Preprint Sep 2026

ICM: Intra-class Mixing for Domain Adaptation in Adverse Weather

Unsupervised domain adaptation (UDA) for semantic segmentation remains challenging under adverse weather conditions because severe appearance changes enlarge the domain gap and degrade the reliability of pseudo labels in the target domain. To address this problem, we propose an Intra-Class Mixing Consistency (ICM) fram...

Bo-Ying Li, Chang Liu, Britta Ayano Wilde et al. · 0 citations
Aug 2026

TSRB: Transformer-based Semantic Refinement Block for Sentiment Analysis using Scene Text Images

This work aims to use scene text images for sentiment analysis to assist in understanding the intentions of captured scenes and presents TSRB (Transformer-based Semantic Refinement Block), which comprises a multimodal approach and semantic gating.

Soutik Mukherjee, Shivakumara Palaiahnakote, Umapada Pal et al. · 0 citations

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