output
19942019
most citedDipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks

500 citations

11 papers

cond-mat.soft2019★ 26 cited

Embedding Orthogonal Memories in a Colloidal Gel through Oscillatory Shear

Eric M Schwen, Meera Ramaswamy, Chieh-Min Cheng +2

It has recently been shown that in a broad class of disordered systems oscillatory shear training can embed memories of specific shear protocols in relevant physical parameters suc…

cs.CV2018★ 2 cited

End-to-End Saliency Mapping via Probability Distribution Prediction

Saumya Jetley, Naila Murray, Eleonora Vig

Most saliency estimation methods aim to explicitly model low-level conspicuity cues such as edges or blobs and may additionally incorporate top-down cues using face or text detecti…

cs.LG2017★ 500 cited

Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks

Fenglong Ma, Radha Chitta, Jing Zhou +3

Predicting the future health information of patients from the historical Electronic Health Records (EHR) is a core research task in the development of personalized healthcare. Pati…

cs.LG2014★ 1 cited

Multitask Learning for Sequence Labeling Tasks

Arvind Agarwal, Saurabh Kataria

In this paper, we present a learning method for sequence labeling tasks in which each example sequence has multiple label sequences. Our method learns multiple models, one model fo…

cs.SI2012★ 10 cited

When majority voting fails: Comparing quality assurance methods for noisy human computation environment

Yu-An Sun, Christopher Dance

Quality assurance remains a key topic in human computation research. Prior work indicates that majority voting is effective for low difficulty tasks, but has limitations for harder…

cs.CV2001★ 441 cited

Digital Color Imaging

Gaurav Sharma, H. Joel Trussell

This paper surveys current technology and research in the area of digital color imaging. In order to establish the background and lay down terminology, fundamental concepts of colo…