Author

Tosin P. Adewumi

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#natural language process... Preprint Oct 2026

Author Representation Strategies for Zero-Shot Authorship Attribution: A Comparative Study of LLM-Based and Embedding-Based Approaches

Authorship Attribution (AA) requires capturing fine-grained stylistic characteristics, making it particularly challenging in zero-shot (ZS) settings where no task-specific supervision is available. In this work, we investigate the effect of author representations on ZS AA by evaluating a label-only prompting baseline t...

Nudrat Habib, Tosin P. Adewumi, Sana Al-azzawi et al. · 0 citations

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