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Boyuan Chen

3 papers indexed

arxivcs.HCcs.MA2026-07-14

Aïra: Rethinking AI Research Assistants for Interdisciplinary Science

Diya Mirji, Tiffany Degbotse, Sharmil Nanjappa, Jiayi Zhou, Vishnu Manoj, Vihaan Nama, et al.

Scientific discovery increasingly depends on interdisciplinary teams whose members contribute distinct expertise, conceptual frameworks, vocabularies, assumptions, and standards of evidence. Today's AI research assistants are largely designed to support individual researchers thr…

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arxivcs.CV2026-06-26

TextDS: Parameter-Efficient Representation Alignment for Scene Text Detection under Distribution Shifts

Boyuan Chen, Zichen Dang, Chuang Yang, Lap-Pui Chau, Yi Wang

In real-world deployments, scene text detectors inevitably face distribution shifts beyond the training distribution. Prior work often depends on large-scale scene-text pretraining, yet evaluation under cross-domain changes and real-world imaging degradations remains limited. We…

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