Browsing RSS Feeds by Sponsor "SFI stipend"
Now showing items 1-20 of 31
-
Aesthetic Image Captioning from Weakly-Labelled Photographs
(2019)Aesthetic image captioning (AIC) refers to the multimodal task of generating critical textual feedbacks for photographs. While in natural image captioning (NIC), deep models are trained in an end-to-end manner using ... -
Assessing Human-Parity in Machine Translation on the Segment Level
(Association for Computational Linguistics, 2020)Recent machine translation shared tasks have shown top-performing systems to tie or in some cases even outperform human translation. Such conclusions about system and human performance are, however, based on estimates ... -
Comparison of notice requirements for consent between ISO/IEC 29184:2020 and GDPR
(2021)This article analyses the ISO/IEC 29184:2020 standard and compares its requirements for notice and consent with those specified by the General Data Protection Regulation (GDPR). More specifically, it considers the extent ... -
Deep Convolutional Neural Networks for estimating lens distortion parameters
(2019)In this paper we present a convolutional neural network (CNN) to predict multiple lens distortion parameters from a single input image. Unlike other methods, our network is suitable to create high resolution output as ... -
Deep Tone Mapping Operator for High Dynamic Range Images
(2019)A computationally fast tone mapping operator (TMO) that can quickly adapt to a wide spectrum of high dynamic range (HDR) content is quintessential for visualization on varied low dynamic range (LDR) output devices such as ... -
DublinCity: Annotated LiDAR Point Cloud and its Applications
(2019)Scene understanding of full-scale 3D models of an urban area remains a challenging task. While advanced computer vision techniques offer cost-effective approaches to analyse 3D urban elements, a precise and densely ... -
Effect of the axial gap on the energy consumption of a single-blade wastewater pump
(2021)The effect of the axial gap on the energy consumption of a single-blade wastewater pump (Sulzer XFP PE-2 150E CB1.1) is assessed using URANS simulations with ANSYS Fluent. The numerical model was compared to experimental data ... -
The effects of Flare Definitions on the Statistics of Derived Flare Distributions.
(2016)The statistical examination of solar flares is crucial to revealing their global characteristics and behaviour. Such examinations can tackle large-scale science questions or give context to detailed single-event studies. ... -
Exponential family mixed membership models for soft?clustering of multivariate data
(2016)For several years, model-based clustering methods have successfully tackled many of the challenges presented by data-analysts. However, as the scope of data analysis has evolved, some problems may be beyond the standard ... -
The Impact of Training Data Bias on Automatic Generation of Video Captions
(2019)A major issue in machine learning is availability of training data. While this historically referred to the availability of a sufficient volume of training data, recently this has shifted to the availability of sufficient ... -
Improving Document-level Sentiment Analysis with User and Product Context
(Association for Computational Linguistics, 2020)Past work that improves document-level sentiment analysis by encoding user and product information has been limited to considering only the text of the current review. We investigate incorporating additional review text ... -
Interactive Light Field Tilt-Shift Refocus with Generalized Shift-and-Sum
(2019)Since their introduction more than two decades ago, light fields have gained considerable interest in graphics and vision communities due to their ability to provide the user with interactive visual content. One of the ... -
L2 based Colour Correction for Light Field Arrays
(2019)In recent years, there has been an increase in the popularity of Light Field (LF) imaging technology with the increase in availability of LF camera devices such as the Lytro, as well as an increase in the use of LF ... -
Long-chain amine-templated synthesis of gallium sulfide and gallium selenide nanotubes
(2016)We describe the soft chemistry synthesis of amine-templated gallium chalcogenide nanotubes through the reaction of gallium(iii) acetylacetonate and the chalcogen (sulfur, selenium) using a mixture of long-chain amines ... -
Low Complexity Multiply-Accumulate Units for Convolutional Neural Networks with Weight-Sharing
(2018)Convolutional neural networks (CNNs) are one of the most successful machine-learning techniques for image, voice, and video processing. CNNs require large amounts of processing capacity and memory bandwidth. Hardware ... -
Mixed membership of experts stochastic blockmodel
(2016)Social network analysis is the study of how links between a set of actors are formed. Typically, it is believed that links are formed in a structured manner, which may be due to, for example, political or material ... -
A Multi-View Image-Based Volume Visualization Technique
(2018)We present an image-based volume visualization approach based on Principal Component Analysis (PCA). Using PCA, a learned model is trained using pre-rendered images from spherically distributed viewing angles. The views ... -
On-site energy generation in the manufacturing industry: effects on the variability of the net electricity demand
(2020)Local distribution system operators (DSOs) are currently dealing with the unpredictability and high variability of energy production coming from an increasing number of distributed variable renewable energy (VRE) systems. ...