101 citations · 114 across the 7 of their papers we have counts for
8 papers
A Deep Learning Framework for Lifelong Machine Learning
Charles X. Ling, Tanner Bohn
Humans can learn a variety of concepts and skills incrementally over the course of their lives while exhibiting many desirable properties, such as continual learning without forget…
Catching Attention with Automatic Pull Quote Selection
Tanner Bohn, Charles X. Ling
To advance understanding on how to engage readers, we advocate the novel task of automatic pull quote selection. Pull quotes are a component of articles specifically designed to ca…
A Conceptual Framework for Lifelong Learning
Charles X. Ling, Tanner Bohn
Humans can learn a variety of concepts and skills incrementally over the course of their lives while exhibiting many desirable properties, such as continual learning without forget…
Few-Shot Abstract Visual Reasoning With Spectral Features
Tanner Bohn, Yining Hu, Charles X. Ling
We present an image preprocessing technique capable of improving the performance of few-shot classifiers on abstract visual reasoning tasks. Many visual reasoning tasks with abstra…
Learning Sentence Embeddings for Coherence Modelling and Beyond
Tanner Bohn, Yining Hu, Jinhang Zhang +1
We present a novel and effective technique for performing text coherence tasks while facilitating deeper insights into the data. Despite obtaining ever-increasing task performance,…
Pelee: A Real-Time Object Detection System on Mobile Devices
Robert J. Wang, Xiang Li, Charles X. Ling
An increasing need of running Convolutional Neural Network (CNN) models on mobile devices with limited computing power and memory resource encourages studies on efficient model des…
Clustering-Based Matrix Factorization
Nima Mirbakhsh, Charles X. Ling
Recommender systems are emerging technologies that nowadays can be found in many applications such as Amazon, Netflix, and so on. These systems help users to find relevant informat…
Learning the Past Tense of English Verbs: The Symbolic Pattern Associator vs. Connectionist Models
C. X. Ling
Learning the past tense of English verbs - a seemingly minor aspect of language acquisition - has generated heated debates since 1986, and has become a landmark task for testing th…