Search Results for author: Jimin Tan

Found 2 papers, 0 papers with code

A critical look at the current train/test split in machine learning

no code implementations8 Jun 2021 Jimin Tan, Jianan Yang, Sai Wu, Gang Chen, Jake Zhao

The establishment of these split protocols are based on two assumptions: (i)-fixing the dataset to be eternally static so we could evaluate different machine learning algorithms or models; (ii)-there is a complete set of annotated data available to researchers or industrial practitioners.

Active Learning Benchmarking +2

Mobile Recognition of Wikipedia Featured Sites using Deep Learning and Crowd-sourced Imagery

no code implementations22 Oct 2019 Jimin Tan, Anastasios Noulas, Diego Sáez, Rossano Schifanella

Rendering Wikipedia content through mobile and augmented reality mediums can enable new forms of interaction in urban-focused user communities facilitating learning, communication and knowledge exchange.

Image Denoising

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