Search Results for author: Qian You

Found 4 papers, 1 papers with code

Efficient Document Image Classification Using Region-Based Graph Neural Network

no code implementations25 Jun 2021 Jaya Krishna Mandivarapu, Eric Bunch, Qian You, Glenn Fung

Recent advancements in large pre-trained computer vision and language models and graph neural networks has lent document image classification many tools.

Classification Document Classification +1

A Simple yet Brisk and Efficient Active Learning Platform for Text Classification

1 code implementation31 Jan 2021 Teja Kanchinadam, Qian You, Keith Westpfahl, James Kim, Siva Gunda, Sebastian Seith, Glenn Fung

In this work, we propose the use of a fully managed machine learning service, which utilizes active learning to directly build models from unstructured data.

Active Learning General Classification +2

Simplicial 2-Complex Convolutional Neural Networks

no code implementations NeurIPS Workshop TDA_and_Beyond 2020 Eric Bunch, Qian You, Glenn Fung, Vikas Singh

Recently, neural network architectures have been developed to accommodate when the data has the structure of a graph or, more generally, a hypergraph.

THE EFFECTIVENESS OF A TWO-LAYER NEURAL NETWORK FOR RECOMMENDATIONS

no code implementations ICLR 2018 Oleg Rybakov, Vijai Mohan, Avishkar Misra, Scott LeGrand, Rejith Joseph, Kiuk Chung, Siddharth Singh, Qian You, Eric Nalisnick, Leo Dirac, Runfei Luo

We present a personalized recommender system using neural network for recommending products, such as eBooks, audio-books, Mobile Apps, Video and Music.

Recommendation Systems

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