
Finite Group Equivariant Neural Networks for Games
Games such as go, chess and checkers have multiple equivalent game state...
read it

CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation
We analyze clouds in the earth's atmosphere using groundbased sky camer...
read it

Iterative NadarayaWatson Distribution Transfer for Colour Grading
We propose a new method with NadarayaWatson that maps one Ndimensional...
read it

AI Pipeline  bringing AI to you. Endtoend integration of data, algorithms and deployment tools
Next generation of embedded Information and Communication Technology (IC...
read it

MemoryAugmented Neural Networks for Machine Translation
Memoryaugmented neural networks (MANNs) have been shown to outperform o...
read it

Transferring model structure in Bayesian transfer learning for Gaussian process regression
Bayesian transfer learning (BTL) is defined in this paper as the task of...
read it

A NeuroAI Interface for Evaluating Generative Adversarial Networks
Generative adversarial networks (GANs) are increasingly attracting atten...
read it

Harmonic Convolutional Networks based on Discrete Cosine Transform
Convolutional neural networks (CNNs) learn filters in order to capture l...
read it

The ALOS Dataset for Advert Localization in Outdoor Scenes
The rapid increase in the number of online videos provides the marketing...
read it

TASO: Time and Space Optimization for MemoryConstrained DNN Inference
Convolutional neural networks (CNNs) are used in many embedded applicati...
read it

Simultaneous Segmentation and Recognition: Towards more accurate Ego Gesture Recognition
Ego hand gestures can be used as an interface in AR and VR environments....
read it

The CASE Dataset of Candidate Spaces for Advert Implantation
With the advent of faster internet services and growth of multimedia con...
read it

Identifying Candidate Spaces for Advert Implantation
Virtual advertising is an important and promising feature in the area of...
read it

An Advert Creation System for 3D Product Placements
Over the past decade, the evolution of videosharing platforms has attra...
read it

Optimal DNN Primitive Selection with Partitioned Boolean Quadratic Programming
Deep Neural Networks (DNNs) require very large amounts of computation bo...
read it

Adaptive PCA for TimeVarying Data
In this paper, we present an online adaptive PCA algorithm that is able ...
read it

Performance Localisation
Performance becomes an issue particularly when execution cost hinders th...
read it

Lowmemory GEMMbased convolution algorithms for deep neural networks
Deep neural networks (DNNs) require very large amounts of computation bo...
read it

Scaling Genetic Programming for Source Code Modification
In Search Based Software Engineering, Genetic Programming has been used ...
read it

3D Reconstruction of Simple Objects from A Single View Silhouette Image
While recent deep neural networks have achieved promising results for 3D...
read it

Modifying iterated Laplace approximations
In this paper, several modifications are introduced to the functional ap...
read it

Establishing linguistic conventions in taskoriented primeval dialogue
In this paper, we claim that language is likely to have emerged as a mec...
read it

A Variational Bayes Approach to Decoding in a PhaseUncertain Digital Receiver
This paper presents a Bayesian approach to symbol and phase inference in...
read it

Chasing the Ghosts of Ibsen: A computational stylistic analysis of drama in translation
Research into the stylistic properties of translations is an issue which...
read it

Encoding Bitrate Optimization Using Playback Statistics for HTTPbased Adaptive Video Streaming
HTTP video streaming is in wide use to deliver video over the Internet. ...
read it

A local graph rewiring algorithm for sampling spanning trees
We introduce a Markov Chain Monte Carlo algorithm which samples from the...
read it

Vectorization of Multibyte Floating Point Data Formats
We propose a scheme for reducedprecision representation of floating poi...
read it

Combining guaranteed and spot markets in display advertising: selling guaranteed page views with stochastic demand
This paper proposes an optimal dynamic model for combining guaranteed an...
read it

Complex Systems Science meets 5G and IoT
We propose a new paradigm for telecommunications, and develop a framewor...
read it

Customizable Precision of FloatingPoint Arithmetic with Bitslice Vector Types
Customizing the precision of data can provide attractive tradeoffs betw...
read it

3D Scanning: A Comprehensive Survey
This paper provides an overview of 3D scanning methodologies and technol...
read it

A Survey on Application of Machine Learning Techniques in Optical Networks
Today, the amount of data that can be retrieved from communications netw...
read it

Improving accuracy of Winograd convolution for DNNs
Modern deep neural networks (DNNs) spend a large amount of their executi...
read it

Distributing Complexity: A New Approach to Antenna Selection for Distributed Massive MIMO
Antenna selection in Massive MIMO (Multiple Input Multiple Output) commu...
read it

The Role of Caching in Future Communication Systems and Networks
This paper has the following ambitious goal: to convince the reader that...
read it

Investigating Speech Features for Continuous TurnTaking Prediction Using LSTMs
For spoken dialog systems to conduct fluid conversational interactions w...
read it

Impact of UAV Antenna Configuration on Wireless Connectivity in Urban Environments
The growing presence of UAVs has led operators to explore the issue of h...
read it

On Minimizing Energy Consumption for D2D Clustered Caching Networks
We formulate and solve the energy minimization problem for a clustered d...
read it

Egocentric Gesture Recognition for HeadMounted AR devices
Natural interaction with virtual objects in AR/VR environments makes for...
read it

Multimodal Continuous TurnTaking Prediction Using Multiscale RNNs
In human conversational interactions, turntaking exchanges can be coord...
read it

Attentionbased AudioVisual Fusion for Robust Automatic Speech Recognition
Automatic speech recognition can potentially benefit from the lip motion...
read it

The Internet of Things, Fog and Cloud Continuum: Integration and Challenges
The Internet of Things needs for computing power and storage are expecte...
read it

Scalar Arithmetic Multiple Data: Customizable Precision for Deep Neural Networks
Quantization of weights and activations in Deep Neural Networks (DNNs) i...
read it

An Empirical Comparison of Syllabuses for Curriculum Learning
Syllabuses for curriculum learning have been developed on an adhoc, per...
read it

Multiagent Deep Reinforcement Learning for Zero Energy Communities
Advances in renewable energy generation and introduction of the governme...
read it

Cooperative Transmission and Probabilistic Caching for Clustered D2D Networks
In this paper, we aim at maximizing the cache offloading gain for a clus...
read it

Harmonic Networks: Integrating Spectral Information into CNNs
Convolutional neural networks (CNNs) learn filters in order to capture l...
read it

Improving InNetwork Computing in IoT Through Degeneracy
We present a novel way of considering innetwork computing (INC), using ...
read it

Dynamical systems in wireless communications: The road less traveled by
Dynamical systems are by no means strangers in wireless communications, ...
read it

Automatic detection of passable roads after floods in remote sensed and social media data
This paper addresses the problem of floods classification and floods aft...
read it
Trinity College Dublin
2577 Trinity College, officially the College of the Holy and Undivided Trinity of Queen Elizabeth near Dublin, is the sole constituent college of the University of Dublin, a research university located in Dublin, Ireland.