92 citations · 104 across the 5 of their papers we have counts for
6 papers
AbstractDifferentiation.jl: Backend-Agnostic Differentiable Programming in Julia
Frank Schäfer, Mohamed Tarek, Lyndon White +1
No single Automatic Differentiation (AD) system is the optimal choice for all problems. This means informed selection of an AD system and combinations can be a problem-specific var…
WEmbSim: A Simple yet Effective Metric for Image Captioning
Naeha Sharif, Lyndon White, Mohammed Bennamoun +2
The area of automatic image caption evaluation is still undergoing intensive research to address the needs of generating captions which can meet adequacy and fluency requirements.…
LCEval: Learned Composite Metric for Caption Evaluation
Naeha Sharif, Lyndon White, Mohammed Bennamoun +2
Automatic evaluation metrics hold a fundamental importance in the development and fine-grained analysis of captioning systems. While current evaluation metrics tend to achieve an a…
DiffEqFlux.jl - A Julia Library for Neural Differential Equations
Chris Rackauckas, Mike Innes, Yingbo Ma +3
DiffEqFlux.jl is a library for fusing neural networks and differential equations. In this work we describe differential equations from the viewpoint of data science and discuss the…
DataDeps.jl: Repeatable Data Setup for Replicable Data Science
Lyndon White, Roberto Togneri, Wei Liu +1
We present DataDeps.jl: a julia package for the reproducible handling of static datasets to enhance the repeatability of scripts used in the data and computational sciences. It is…
Learning of Colors from Color Names: Distribution and Point Estimation
Lyndon White, Roberto Togneri, Wei Liu +1
Color names are often made up of multiple words. As a task in natural language understanding we investigate in depth the capacity of neural networks based on sums of word embedding…