16 citations · 72 across the 18 of their papers we have counts for
3 papers · 1 filter
Mutual Information Decay Curves and Hyper-Parameter Grid Search Design for Recurrent Neural Architectures
Abhijit Mahalunkar, John D. Kelleher
We present an approach to design the grid searches for hyper-parameter optimization for recurrent neural architectures. The basis for this approach is the use of mutual information…
Language-Driven Region Pointer Advancement for Controllable Image Captioning
Annika Lindh, Robert J. Ross, John D. Kelleher
Controllable Image Captioning is a recent sub-field in the multi-modal task of Image Captioning wherein constraints are placed on which regions in an image should be described in t…
Semantic Relatedness and Taxonomic Word Embeddings
Magdalena Kacmajor, John D. Kelleher, Filip Klubicka +1
This paper connects a series of papers dealing with taxonomic word embeddings. It begins by noting that there are different types of semantic relatedness and that different lexical…