Roderick Murray-Smith

Orcid: 0000-0003-4228-7962

Affiliations:
  • University of Glasgow, School of Computing Science, UK


According to our database1, Roderick Murray-Smith authored at least 156 papers between 1994 and 2024.

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Bibliography

2024
Sequential query prediction based on multi-armed bandits with ensemble of transformer experts and immediate feedback.
Data Min. Knowl. Discov., November, 2024

AI-Enabled Sensor Fusion of Time-of-Flight Imaging and mmWave for Concealed Metal Detection.
Sensors, September, 2024

Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
CoRR, 2024

SIM2VR: Towards Automated Biomechanical Testing in VR.
Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Glfnet: Global-Local (Frequency) Filter Networks for Efficient Medical Image Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023
Survey: Leakage and Privacy at Inference Time.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Data Models for Dataset Drift Controls in Machine Learning With Optical Images - Datasets.
Dataset, May, 2023

Data Models for Dataset Drift Controls in Machine Learning With Optical Images.
Trans. Mach. Learn. Res., 2023

Subgraph Permutation Equivariant Networks.
Trans. Mach. Learn. Res., 2023

Generative Fractional Diffusion Models.
CoRR, 2023

The Fully Convolutional Transformer for Medical Image Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generating Multimodal Augmentations with LLMs from Song Metadata for Music Information Retrieval.
Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal Applications, 2023

Continuous Interaction with A Smart Speaker via Low-Dimensional Embeddings of Dynamic Hand Pose.
Proceedings of the IEEE International Conference on Acoustics, 2023

mmSense: Detecting Concealed Weapons with a Miniature Radar Sensor.
Proceedings of the IEEE International Conference on Acoustics, 2023

Optimizing Vision Transformers for Medical Image Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Real-Time Adaptive Traffic Signal Control in a Connected and Automated Vehicle Environment: Optimisation of Signal Planning with Reinforcement Learning under Vehicle Speed Guidance.
Sensors, 2022

What simulation can do for HCI research.
Interactions, 2022

Data Models for Dataset Drift Controls in Machine Learning With Images.
CoRR, 2022

Improving Sequential Query Recommendation with Immediate User Feedback.
CoRR, 2022

Low-Dimensional Embeddings for Interaction Design.
Adv. Intell. Syst., 2022

Breathing Life Into Biomechanical User Models.
Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Convolutional Point Transformer.
Proceedings of the Computer Vision - ACCV 2022 Workshops, 2022

2021
Intermittent Control as a Model of Mouse Movements.
ACM Trans. Comput. Hum. Interact., 2021

Post-lockdown abatement of COVID-19 by fast periodic switching.
PLoS Comput. Biol., 2021

Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image.
CoRR, 2021

Local Permutation Equivariance For Graph Neural Networks.
CoRR, 2021

CpT: Convolutional Point Transformer for 3D Point Cloud Processing.
CoRR, 2021

Learning Robust Controllers Via Probabilistic Model-Based Policy Search.
CoRR, 2021

Rotation Equivariant Deforestation Segmentation and Driver Classification.
CoRR, 2021

Forward and Inverse models in HCI: Physical simulation and deep learning for inferring 3D finger pose.
CoRR, 2021

IntenT5: Search Result Diversification using Causal Language Models.
CoRR, 2021

On node ranking in graphs.
CoRR, 2021

A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs.
CoRR, 2021

Prediction of weaning from mechanical ventilation using Convolutional Neural Networks.
Artif. Intell. Medicine, 2021

Hysteresis-based supervisory control with application to non-pharmaceutical containment of COVID-19.
Annu. Rev. Control., 2021

Adversarial Learning of Cancer Tissue Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Focusnet++: Attentive Aggregated Transformations For Efficient And Accurate Medical Image Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data.
Proceedings of the 9th International Conference on Learning Representations, 2021

Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations.
Proceedings of the Asian Conference on Machine Learning, 2021

2020
Variational Inference for Computational Imaging Inverse Problems.
J. Mach. Learn. Res., 2020

Learning a low dimensional manifold of real cancer tissue with PathologyGAN.
CoRR, 2020

PathologyGAN: Learning deep representations of cancer tissue.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Penalizing Small Errors Using an Adaptive Logarithmic Loss.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Spatial images from temporal data.
CoRR, 2019

Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy.
CoRR, 2019

Pathology GAN: Learning deep representations of cancer tissue.
CoRR, 2019

Variational Inference for Computational Imaging Inverse Problems.
CoRR, 2019

Variational Sparse Coding.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018
Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
Control Theoretic Models of Pointing.
ACM Trans. Comput. Hum. Interact., 2017

Position stabilisation and lag reduction with Gaussian processes in sensor fusion system for user performance improvement.
Int. J. Mach. Learn. Cybern., 2017

Neural network identification of people hidden from view with a single-pixel, single-photon detector.
CoRR, 2017

Gesture Typing on Virtual Tabletop: Effect of Input Dimensions on Performance.
Proceedings of the Interactive Surfaces and Spaces, 2017

Personalising vibrotactile displays through perceptual sensitivity adjustment.
Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

Moregrasp: restoration of upper limb function in Individuals with High spinal cord injury by Multimodal Neuroprostheses for Interaction in Daily Activities.
Proceedings of the From Vision to Reality, 2017

2016
Transformations of Gaussian Process priors for user matching.
Int. J. Hum. Comput. Stud., 2016

Notification Display Choice for Smartphone Users: Investigating the Impact of Notification Displays on a Typing Task.
Int. J. Mob. Hum. Comput. Interact., 2016

Investigating UI Displacements in an Adaptive Mobile Homescreen.
Int. J. Mob. Hum. Comput. Interact., 2016

Nomadic Input on Mobile Devices: The Influence of Touch Input Technique and Walking Speed on Performance and Offset Modeling.
Hum. Comput. Interact., 2016

2015
Model of Coordination Flow in Remote Collaborative Interaction.
Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015

Cast Together: Inclusive and Unobtrusive Mobile Interactions with a Situated Display.
Proceedings of the 4th International Symposium on Pervasive Displays, 2015

Impact of Smartphone Notification Display Choice in a Typing Task.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2015

Engaging with Mobile Music Retrieval.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2015

Design and Evaluation of a Probabilistic Music Projection Interface.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

A Dose of Reality: Overcoming Usability Challenges in VR Head-Mounted Displays.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Principles, Techniques and Perspectives on Optimization and HCI.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014
Information-Theoretic Measures of Music Listening Behaviour.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

28 frames later: predicting screen touches from back-of-device grip changes.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
Information-Theoretic Characterization of Uncertainty in Manual Control.
Proceedings of the IEEE International Conference on Systems, 2013

Putting books back on the shelf: situated interactions with digital book collections on smartphones.
Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia, 2013

User-specific touch models in a cross-device context.
Proceedings of the 15th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2013

Finding my beat: personalised rhythmic filtering for mobile music interaction.
Proceedings of the 15th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2013

Inferring Music Selections for Casual Music Interaction.
Proceedings of the 3rd European Workshop on Human-Computer Interaction and Information Retrieval, 2013

Focused and casual interactions: allowing users to vary their level of engagement.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
Navigation your way: from spontaneous independent exploration to dynamic social journeys.
Pers. Ubiquitous Comput., 2012

A user-specific machine learning approach for improving touch accuracy on mobile devices.
Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, 2012

Touching the micron: tactile interactions with an optical tweezer.
Proceedings of the Mobile HCI '12, 2012

Research methods in Mobile HCI: trends and opportunities.
Proceedings of the Mobile HCI '12, 2012

Rewarding the original: explorations in joint user-sensor motion spaces.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Mobile Context-Aware Support for Public Transportation Users.
Proceedings of the Mobile Context Awareness, 2012

2011
"Can we work this out?": an evaluation of remote collaborative interaction in a mobile shared environment.
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

Virtual sensors: rapid prototyping of ubiquitous interaction with a mobile phone and a Kinect.
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

We need to talk: rediscovering audio for universal access.
Proceedings of the 13th Conference on Human-Computer Interaction with Mobile Devices and Services, 2011

AnglePose: robust, precise capacitive touch tracking via 3d orientation estimation.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

Simulating the feel of brain-computer interfaces for design, development and social interaction.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Multimodal Excitatory Interfaces with Automatic Content Classification.
Proceedings of the Engineering of Mixed Reality Systems, 2010

A Model-Based Approach to Analysis and Calibration of Sensor-Based Human Interaction Loops.
Int. J. Mob. Hum. Comput. Interact., 2010

Negotiation Models for Mobile Tactile Interaction.
Proceedings of the Mobile Social Signal Processing - First International Workshop, 2010

A Multimodal Contact List to Enhance Remote Communication.
Proceedings of the Mobile Social Signal Processing - First International Workshop, 2010

Mobile social signal processing: vision and research issues.
Proceedings of the 12th Conference on Human-Computer Interaction with Mobile Devices and Services, 2010

"I did it my way": moving away from the tyranny of turn-by-turn pedestrian navigation.
Proceedings of the 12th Conference on Human-Computer Interaction with Mobile Devices and Services, 2010

Virtual hooping: teaching a phone about hula-hooping for fitness, fun and rehabilitation.
Proceedings of the 12th Conference on Human-Computer Interaction with Mobile Devices and Services, 2010

Social gravity: a virtual elastic tether for casual, privacy-preserving pedestrian rendezvous.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

FingerCloud: uncertainty and autonomy handover incapacitive sensing.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
Bearing-based selection in mobile spatial interaction.
Pers. Ubiquitous Comput., 2009

Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces.
Int. J. Hum. Comput. Stud., 2009

Empowering People Rather Than Connecting Them.
Int. J. Mob. Hum. Comput. Interact., 2009

Instrumented Usability Analysis for Mobile Devices.
Int. J. Mob. Hum. Comput. Interact., 2009

Head tilting for interaction in mobile contexts.
Proceedings of the 11th Conference on Human-Computer Interaction with Mobile Devices and Services, 2009

Nonvisual, Distal Tracking of Mobile Remote Agents in Geosocial Interaction.
Proceedings of the Location and Context Awareness, 4th International Symposium, 2009

2008
Control centric approach in designing scrolling and zooming user interfaces.
Int. J. Hum. Comput. Stud., 2008

Interact, excite, and feel.
Proceedings of the 2nd International Conference on Tangible and Embedded Interaction 2008, 2008

GeoPoke: rotational mechanical systems metaphor for embodied geosocial interaction.
Proceedings of the 5th Nordic Conference on Human-Computer Interaction 2008, 2008

Wrist rotation for interaction in mobile contexts.
Proceedings of the 10th Conference on Human-Computer Interaction with Mobile Devices and Services, 2008

Rotational Dynamics for Design of Bidirectional Feedback during Manual Interaction.
Proceedings of the Fun and Games, 2008

The openinterface framework: a tool for multimodal interaction.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Rub the stane.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Stane: synthesized surfaces for tactile input.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Gait alignment in mobile phone conversations.
Proceedings of the 9th Conference on Human-Computer Interaction with Mobile Devices and Services, 2007

Multi-context photo browsing on mobile devices based on tilt dynamics.
Proceedings of the 9th Conference on Human-Computer Interaction with Mobile Devices and Services, 2007

A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface.
Proceedings of the Universal Access in Human-Computer Interaction. Ambient Interaction, 2007

Devices as interactive physical containers: the shoogle system.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

Shoogle: excitatory multimodal interaction on mobile devices.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

Show me the way to Monte Carlo: density-based trajectory navigation.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

BodySpace: inferring body pose for natural control of a music player.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

Mobile spatial interaction.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

Dynamics of tilt-based browsing on mobile devices.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
Inference of disjoint linear and nonlinear sub-domains of a nonlinear mapping.
Autom., 2006

Model-Based, Multimodal Interaction in Document Browsing.
Proceedings of the Machine Learning for Multimodal Interaction, 2006

It's a long way to Monte Carlo: probabilistic display in GPS navigation.
Proceedings of the 8th Conference on Human-Computer Interaction with Mobile Devices and Services, 2006

Rhythmic Interaction for Song Filtering on a Mobile Device.
Proceedings of the Haptic and Audio Interaction Design, First International Workshop, 2006

2005
Hierarchical Gaussian process mixtures for regression.
Stat. Comput., 2005

Sonification of Probabilistic Feedback through Granular Synthesis.
IEEE Multim., 2005

GpsTunes: controlling navigation via audio feedback.
Proceedings of the 7th Conference on Human-Computer Interaction with Mobile Devices and Services, 2005

Human-human haptic collaboration in cyclical Fitts' tasks.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Rehabilitation Robot Cell for Multimodal Standing-Up Motion Augmentation.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Gait phase effects in mobile interaction.
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

Nonparametric Identification of Linearizations and Uncertainty using Gaussian Process Models - Application to Robust Wheel Slip Control.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004
Rhythmic interaction with a mobile device.
Proceedings of the Third Nordic Conference on Human-Computer Interaction 2004, 2004

Dynamic Primitives for Gestural Interaction.
Proceedings of the Mobile Human-Computer Interaction, 2004

Tilt-Based Automatic Zooming and Scaling in Mobile Devices - A State-Space Implementation.
Proceedings of the Mobile Human-Computer Interaction, 2004

Variability in Wrist-Tilt Accelerometer Based Gesture Interfaces.
Proceedings of the Mobile Human-Computer Interaction, 2004

Haptic Granular Synthesis: Targeting, Visualisation and Texturing.
Proceedings of the 8th International Conference on Information Visualisation, 2004

Multivariable Generalized Minimum Variance Control Based on Artificial Neural Networks and Gaussian Process Models.
Proceedings of the Advances in Neural Networks, 2004

Transformations of Gaussian Process Priors.
Proceedings of the Deterministic and Statistical Methods in Machine Learning, 2004

Pointing without a pointer.
Proceedings of the Extended abstracts of the 2004 Conference on Human Factors in Computing Systems, 2004

Gaussian process model based predictive control.
Proceedings of the 2004 American Control Conference, 2004

2003
Haptic dancing: human performance at haptic decoding with a vocabulary.
Proceedings of the IEEE International Conference on Systems, 2003

Hex: Dynamics and Probabilistic Text Entry.
Proceedings of the Switching and Learning in Feedback Systems, 2003

Filtered Gaussian Processes for Learning with Large Data-Sets.
Proceedings of the Switching and Learning in Feedback Systems, 2003

Self-tuning Control of Non-linear Systems Using Gaussian Process Prior Models.
Proceedings of the Switching and Learning in Feedback Systems, 2003

Nonlinear Predictive Control with a Gaussian Process Model.
Proceedings of the Switching and Learning in Feedback Systems, 2003

Gaussian Processes: Prediction at a Noisy Input and Application to Iterative Multiple-Step Ahead Forecasting of Time-Series.
Proceedings of the Switching and Learning in Feedback Systems, 2003

2002
Derivative Observations in Gaussian Process Models of Dynamic Systems.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Divide & conquer identification using Gaussian process priors.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2000
On the interpretation and identification of dynamic Takagi-Sugeno fuzzy models.
IEEE Trans. Fuzzy Syst., 2000

1999
On transient dynamics, off-equilibrium behaviour and identification in blended multiple model structures.
Proceedings of the 5th European Control Conference, 1999

1998
Robot Docking Using Mixtures of Gaussians.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1996
Extending the functional equivalence of radial basis function networks and fuzzy inference systems.
IEEE Trans. Neural Networks, 1996

Side effects of Normalising Radial Basis Function Networks.
Int. J. Neural Syst., 1996

1994
A local model network approach to nonlinear modelling.
PhD thesis, 1994


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