Search Results for author: Sean J. Moran

Found 2 papers, 0 papers with code

CV4Code: Sourcecode Understanding via Visual Code Representations

no code implementations11 May 2022 Ruibo Shi, Lili Tao, Rohan Saphal, Fran Silavong, Sean J. Moran

We present CV4Code, a compact and effective computer vision method for sourcecode understanding.

Lexical Analysis Retrieval

Enhancing Privacy against Inversion Attacks in Federated Learning by using Mixing Gradients Strategies

no code implementations26 Apr 2022 Shaltiel Eloul, Fran Silavong, Sanket Kamthe, Antonios Georgiadis, Sean J. Moran

We show that otherwise it is possible to directly recover all vectors in a mini-batch without any numerical optimisation due to the de-mixing nature of the cross entropy loss.

Federated Learning

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