no code implementations • 26 Jul 2017 • Tu Zhucheng, Crane Matt, Sequiera Royal, Zhang Junchen, Lin Jimmy
Therefore, we can extract the parameters of a trained CNN from PyTorch and import the model into Java, taking advantage of the Java Deeplearning4J library for feedforward evaluation.
no code implementations • 13 May 2017 • Rao Jinfeng, Ture Ferhan, He Hua, Jojic Oliver, Lin Jimmy
We tackle the novel problem of navigational voice queries posed against an entertainment system, where viewers interact with a voice-enabled remote controller to specify the program to watch.
no code implementations • 22 Apr 2017 • Mohammed Salman, Ghelani Nimesh, Lin Jimmy
We tackle the challenge of topic classification of tweets in the context of analyzing a large collection of curated streams by news outlets and other organizations to deliver relevant content to users.
no code implementations • 20 Apr 2017 • Mackenzie Joel, Culpepper J. Shane, Blanco Roi, Crane Matt, Clarke Charles L. A., Lin Jimmy
In this work, we propose and validate a unified framework that can be used to predict a wide range of performance-sensitive parameters which minimize effectiveness loss, while simultaneously minimizing query latency, across all stages of a multi-stage search architecture.
no code implementations • 20 Oct 2016 • Clarke Charles L. A., Cormack Gordon V., Lin Jimmy, Roegiest Adam
This paper explores a simple question: How would we provide a high-quality search experience on Mars, where the fundamental physical limit is speed-of-light propagation delays on the order of tens of minutes?
no code implementations • 23 Dec 2015 • Hanbury Allan, Müller Henning, Balog Krisztian, Brodt Torben, Cormack Gordon V., Eggel Ivan, Gollub Tim, Hopfgartner Frank, Kalpathy-Cramer Jayashree, Kando Noriko, Krithara Anastasia, Lin Jimmy, Mercer Simon, Potthast Martin
This white paper summarizes several existing approaches to EaaS and analyzes their usage scenarios and also the advantages and disadvantages.