Search Results for author: Siyao Wang

Found 2 papers, 1 papers with code

Mining Discriminative Food Regions for Accurate Food Recognition

1 code implementation8 Jul 2022 Jianing Qiu, Frank P. -W. Lo, Yingnan Sun, Siyao Wang, Benny Lo

Taking inspiration from Adversarial Erasing, a strategy that progressively discovers discriminative object regions for weakly supervised semantic segmentation, we propose a novel network architecture in which a primary network maintains the base accuracy of classifying an input image, an auxiliary network adversarially mines discriminative food regions, and a region network classifies the resulting mined regions.

Food Recognition Weakly supervised Semantic Segmentation +1

Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective

no code implementations10 Nov 2020 Nguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo

Furthermore, in the era of the Internet of Things and big data in which data is essentially distributed, transferring a vast amount of data to a data centre for processing seems to be a cumbersome solution.

Federated Learning Privacy Preserving

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