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Deborah Estrin

2 accepted papers

2026

RNED: Rotary Number Encoding and Decoding for Medical VLMs

CVPR 2026

Vision-Language Models (VLMs) are increasingly adopted for medical applications, but their clinical utility is limited by a core weakness in quantitative reasoning. This limitation affects tasks ranging from regression of lesion sizes to prediction of bounding-box coordinates and stems from the disc

Cited by 0SourceScholar
2020

How To Backdoor Federated Learning

AISTATS 2020poster

Federated models are created by aggregating model updates submittedby participants. To protect confidentiality of the training data,the aggregator by design has no visibility into how these updates aregenerated. We show that this makes federated learning vulnerable to amodel-poisoning attack that…