Search Results for author: Baiyang Wang

Found 4 papers, 1 papers with code

Generative Adversarial Nets for Multiple Text Corpora

1 code implementation25 Dec 2017 Baiyang Wang, Diego Klabjan

Generative adversarial nets (GANs) have been successfully applied to the artificial generation of image data.

Cross-corpus Word Embeddings

An Attention-Based Deep Net for Learning to Rank

no code implementations20 Feb 2017 Baiyang Wang, Diego Klabjan

In information retrieval, learning to rank constructs a machine-based ranking model which given a query, sorts the search results by their degree of relevance or importance to the query.

Image Retrieval Information Retrieval +2

Regularization for Unsupervised Deep Neural Nets

no code implementations15 Aug 2016 Baiyang Wang, Diego Klabjan

Unsupervised neural networks, such as restricted Boltzmann machines (RBMs) and deep belief networks (DBNs), are powerful tools for feature selection and pattern recognition tasks.

feature selection General Classification

Temporal Topic Analysis with Endogenous and Exogenous Processes

no code implementations4 Jul 2016 Baiyang Wang, Diego Klabjan

We consider the problem of modeling temporal textual data taking endogenous and exogenous processes into account.

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