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researcher

Sherin M. Mathews

2 papers hereh-index 7522 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedFederated Learning: Balancing the Thin Line Between Data Intelligence and Privacy

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2026

Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding

Hang Wu, Sherin Mary Mathews, Yujun Cai +2

Online streaming video understanding requires models to process continuous visual inputs and respond to user queries in real time, where the unbounded stream and unpredictable quer…

cs.LG2022★ 3 cited

Federated Learning: Balancing the Thin Line Between Data Intelligence and Privacy

Sherin Mary Mathews, Samuel A. Assefa

Federated learning holds great promise in learning from fragmented sensitive data and has revolutionized how machine learning models are trained. This article provides a systematic…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.