Search Results for author: Nikhil Raghuraman

Found 2 papers, 2 papers with code

Cross-Image Context Matters for Bongard Problems

1 code implementation7 Sep 2023 Nikhil Raghuraman, Adam W. Harley, Leonidas Guibas

Current machine learning methods struggle to solve Bongard problems, which are a type of IQ test that requires deriving an abstract "concept" from a set of positive and negative "support" images, and then classifying whether or not a new query image depicts the key concept.

Ranked #2 on Few-Shot Image Classification on Bongard-HOI (using extra training data)

Few-Shot Image Classification Few-Shot Learning

Federated Learning on Patient Data for Privacy-Protecting Polycystic Ovary Syndrome Treatment

1 code implementation22 Aug 2023 Lucia Morris, Tori Qiu, Nikhil Raghuraman

The field of women's endocrinology has trailed behind data-driven medical solutions, largely due to concerns over the privacy of patient data.

Federated Learning

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