13 citations · 35 across the 11 of their papers we have counts for
12 papers
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network
Sansiri Tarnpradab, Fereshteh Jafariakinabad, Kien A. Hua
Online discussion forums are prevalent and easily accessible, thus allowing people to share ideas and opinions by posting messages in the discussion threads. Forum threads that sig…
Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching with Adversarial Discriminative Domain Regularization
Li Ren, Kai Li, LiQiang Wang +1
Matching information across image and text modalities is a fundamental challenge for many applications that involve both vision and natural language processing. The objective is to…
A Self-supervised Representation Learning of Sentence Structure for Authorship Attribution
Fereshteh Jafariakinabad, Kien A. Hua
Syntactic structure of sentences in a document substantially informs about its authorial writing style. Sentence representation learning has been widely explored in recent years an…
Attention Based Neural Architecture for Rumor Detection with Author Context Awareness
Sansiri Tarnpradab, Kien A. Hua
The prevalence of social media has made information sharing possible across the globe. The downside, unfortunately, is the wide spread of misinformation. Methods applied in most pr…
Style-aware Neural Model with Application in Authorship Attribution
Fereshteh Jafariakinabad, Kien A. Hua
Writing style is a combination of consistent decisions associated with a specific author at different levels of language production, including lexical, syntactic, and structural. I…
Differential Recurrent Neural Network and its Application for Human Activity Recognition
Naifan Zhuang, Guo-Jun Qi, The Duc Kieu +1
The Long Short-Term Memory (LSTM) recurrent neural network is capable of processing complex sequential information since it utilizes special gating schemes for learning representat…
Syntactic Recurrent Neural Network for Authorship Attribution
Fereshteh Jafariakinabad, Sansiri Tarnpradab, Kien A. Hua
Writing style is a combination of consistent decisions at different levels of language production including lexical, syntactic, and structural associated to a specific author (or a…
Deep Segment Hash Learning for Music Generation
Kevin Joslyn, Naifan Zhuang, Kien A. Hua
Music generation research has grown in popularity over the past decade, thanks to the deep learning revolution that has redefined the landscape of artificial intelligence. In this…
Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks
Sansiri Tarnpradab, Fei Liu, Kien A. Hua
Forum threads are lengthy and rich in content. Concise thread summaries will benefit both newcomers seeking information and those who participate in the discussion. Few studies, ho…
Deep Differential Recurrent Neural Networks
Naifan Zhuang, The Duc Kieu, Guo-Jun Qi +1
Due to the special gating schemes of Long Short-Term Memory (LSTM), LSTMs have shown greater potential to process complex sequential information than the traditional Recurrent Neur…
First-Take-All: Temporal Order-Preserving Hashing for 3D Action Videos
Jun Ye, Hao Hu, Kai Li +2
With the prevalence of the commodity depth cameras, the new paradigm of user interfaces based on 3D motion capturing and recognition have dramatically changed the way of interactio…
Rank Subspace Learning for Compact Hash Codes
Kai Li, Guojun Qi, Jun Ye +1
The era of Big Data has spawned unprecedented interests in developing hashing algorithms for efficient storage and fast nearest neighbor search. Most existing work learn hash funct…