A local model network approach to nonlinear modelling. - Roderick Murray-Smith (1994)

Side effects of Normalising Radial Basis Function Networks. - Robert Shorten; Roderick Murray-Smith (Int. J. Neural Syst., 1996)

Extending the functional equivalence of radial basis function networks and fuzzy inference systems. - Kenneth J. Hunt; Roland E. Haas; Roderick Murray-Smith (IEEE Trans. Neural Networks, 1996)

Robot Docking Using Mixtures of Gaussians. - Matthew M. Williamson; Roderick Murray-Smith; Volker Hansen (NIPS, 1998)

On transient dynamics, off-equilibrium behaviour and identification in blended multiple model structures. - Roderick Murray-Smith; Tor Arne Johansen; Robert Shorten (ECC, 1999)

On the interpretation and identification of dynamic Takagi-Sugeno fuzzy models. - Tor Arne Johansen; Robert Shorten; Roderick Murray-Smith (IEEE Trans. Fuzzy Syst., 2000)

Divide & conquer identification using Gaussian process priors. - Douglas J. Leith; William E. Leithead; E. Solak; Roderick Murray-Smith (CDC, 2002)

Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting. - Agathe Girard; Carl Edward Rasmussen; Joaquin Quiñonero Candela; Roderick Murray-Smith (NIPS, 2002)

Derivative Observations in Gaussian Process Models of Dynamic Systems. - E. Solak; Roderick Murray-Smith; William E. Leithead; Douglas J. Leith; Carl Edward Rasmussen (NIPS, 2002)

Gaussian Processes: Prediction at a Noisy Input and Application to Iterative Multiple-Step Ahead Forecasting of Time-Series. - Agathe Girard; Roderick Murray-Smith (European Summer School on Multi-AgentControl, 2003)

Nonlinear Predictive Control with a Gaussian Process Model. - Jus Kocijan; Roderick Murray-Smith (European Summer School on Multi-AgentControl, 2003)

Self-tuning Control of Non-linear Systems Using Gaussian Process Prior Models. - Daniel Sbarbaro; Roderick Murray-Smith (European Summer School on Multi-AgentControl, 2003)

Filtered Gaussian Processes for Learning with Large Data-Sets. - Jian Qing Shi; Roderick Murray-Smith; D. M. Titterington; Barak A. Pearlmutter (European Summer School on Multi-AgentControl, 2003)

Hex: Dynamics and Probabilistic Text Entry. - John Williamson 001; Roderick Murray-Smith (European Summer School on Multi-AgentControl, 2003)

Haptic dancing: human performance at haptic decoding with a vocabulary. - Sommer Gentry; Roderick Murray-Smith (SMC, 2003)

Gaussian process model based predictive control. - Jus Kocijan; Roderick Murray-Smith; Carl E. Rasmussen; Agathe Girard (ACC, 2004)

Pointing without a pointer. - John Williamson 001; Roderick Murray-Smith (CHI Extended Abstracts, 2004)

Transformations of Gaussian Process Priors. - Roderick Murray-Smith; Barak A. Pearlmutter (Deterministic and Statistical Methods in Machine Learning, 2004)

Multivariable Generalized Minimum Variance Control Based on Artificial Neural Networks and Gaussian Process Models. - Daniel Sbarbaro; Roderick Murray-Smith; Arturo Valdes (ISNN (2), 2004)

Haptic Granular Synthesis: Targeting, Visualisation and Texturing. - Andrew Crossan; John Williamson 001; Roderick Murray-Smith (IV, 2004)

Variability in Wrist-Tilt Accelerometer Based Gesture Interfaces. - Andrew Crossan; Roderick Murray-Smith (Mobile HCI, 2004)

Tilt-Based Automatic Zooming and Scaling in Mobile Devices - A State-Space Implementation. - Parisa Eslambolchilar; Roderick Murray-Smith (Mobile HCI, 2004)

Dynamic Primitives for Gestural Interaction. - Steven Strachan; Roderick Murray-Smith; Ian Oakley; Jussi Ängeslevä (Mobile HCI, 2004)

Rhythmic interaction with a mobile device. - Vuokko Lantz; Roderick Murray-Smith (NordiCHI, 2004)

Nonparametric Identification of Linearizations and Uncertainty using Gaussian Process Models - Application to Robust Wheel Slip Control. - Jostein Hansen; Roderick Murray-Smith; Tor Arne Johansen (CDC/ECC, 2005)

Gait phase effects in mobile interaction. - Andrew Crossan; Roderick Murray-Smith; Stephen A. Brewster; James Kelly; Bojan Musizza (CHI Extended Abstracts, 2005)

Rehabilitation Robot Cell for Multimodal Standing-Up Motion Augmentation. - Roman Kamnik; Tadej Bajd; John Williamson 001; Roderick Murray-Smith (ICRA, 2005)

Human-human haptic collaboration in cyclical Fitts' tasks. - Sommer Gentry; Eric Feron; Roderick Murray-Smith (IROS, 2005)

GpsTunes: controlling navigation via audio feedback. - Steven Strachan; Parisa Eslambolchilar; Roderick Murray-Smith; Stephen Hughes; M. Sile O'Modhrain (Mobile HCI, 2005)

Sonification of Probabilistic Feedback through Granular Synthesis. - John Williamson 001; Roderick Murray-Smith (IEEE Multim., 2005)

Hierarchical Gaussian process mixtures for regression. - Jian Qing Shi; Roderick Murray-Smith; D. M. Titterington (Stat. Comput., 2005)

Rhythmic Interaction for Song Filtering on a Mobile Device. - Andrew Crossan; Roderick Murray-Smith (HAID, 2006)

It's a long way to Monte Carlo: probabilistic display in GPS navigation. - John Williamson 001; Steven Strachan; Roderick Murray-Smith (Mobile HCI, 2006)

Model-Based, Multimodal Interaction in Document Browsing. - Parisa Eslambolchilar; Roderick Murray-Smith (MLMI, 2006)

Inference of disjoint linear and nonlinear sub-domains of a nonlinear mapping. - Douglas J. Leith; William E. Leithead; Roderick Murray-Smith (Autom., 2006)

Dynamics of tilt-based browsing on mobile devices. - Sung-Jung Cho; Changkyu Choi; Younghoon Sung; Kwanghyeon Lee; Yeun-Bae Kim; Roderick Murray-Smith (CHI Extended Abstracts, 2007)

Mobile spatial interaction. - Peter Fröhlich 003; Rainer Simon; Lynne Baillie; Joi Roberts; Roderick Murray-Smith (CHI Extended Abstracts, 2007)

BodySpace: inferring body pose for natural control of a music player. - Steven Strachan; Roderick Murray-Smith; M. Sile O'Modhrain (CHI Extended Abstracts, 2007)

Show me the way to Monte Carlo: density-based trajectory navigation. - Steven Strachan; John Williamson 001; Roderick Murray-Smith (CHI, 2007)

Shoogle: excitatory multimodal interaction on mobile devices. - John Williamson 001; Roderick Murray-Smith; Stephen Hughes (CHI, 2007)

Devices as interactive physical containers: the shoogle system. - John Williamson 001; Roderick Murray-Smith; Stephen Hughes (CHI Extended Abstracts, 2007)

A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface. - Benjamin Blankertz; Matthias Krauledat; Guido Dornhege; John Williamson 001; Roderick Murray-Smith; Klaus-Robert Müller (HCI (6), 2007)

Multi-context photo browsing on mobile devices based on tilt dynamics. - Sung-Jung Cho; Roderick Murray-Smith; Yeun-Bae Kim (Mobile HCI, 2007)

Gait alignment in mobile phone conversations. - Roderick Murray-Smith; Andrew Ramsay; Simon Garrod; Melissa Jackson; Bojan Musizza (Mobile HCI, 2007)

Stane: synthesized surfaces for tactile input. - Roderick Murray-Smith; John Williamson 001; Stephen Hughes; Torben Quaade (CHI, 2008)

Rub the stane. - Roderick Murray-Smith; John Williamson 001; Stephen Hughes; Torben Quaade; Steven Strachan (CHI Extended Abstracts, 2008)

The openinterface framework: a tool for multimodal interaction. - Marcos Serrano; Laurence Nigay; Jean-Yves Lionel Lawson; Andrew Ramsay; Roderick Murray-Smith; Sebastian Denef (CHI Extended Abstracts, 2008)

Rotational Dynamics for Design of Bidirectional Feedback during Manual Interaction. - Roderick Murray-Smith; Steven Strachan (Fun and Games, 2008)

Wrist rotation for interaction in mobile contexts. - Andrew Crossan; John Williamson 001; Stephen A. Brewster; Roderick Murray-Smith (Mobile HCI, 2008)

GeoPoke: rotational mechanical systems metaphor for embodied geosocial interaction. - Steven Strachan; Roderick Murray-Smith (NordiCHI, 2008)

Interact, excite, and feel. - Parisa Eslambolchilar; Roderick Murray-Smith (TEI, 2008)

Control centric approach in designing scrolling and zooming user interfaces. - Parisa Eslambolchilar; Roderick Murray-Smith (Int. J. Hum. Comput. Stud., 2008)

Nonvisual, Distal Tracking of Mobile Remote Agents in Geosocial Interaction. - Steven Strachan; Roderick Murray-Smith (LoCA, 2009)

Head tilting for interaction in mobile contexts. - Andrew Crossan; Mark McGill; Stephen A. Brewster; Roderick Murray-Smith (Mobile HCI, 2009)

Instrumented Usability Analysis for Mobile Devices. - Andrew Crossan; Roderick Murray-Smith; Stephen A. Brewster; Bojan Musizza (Int. J. Mob. Hum. Comput. Interact., 2009)

Empowering People Rather Than Connecting Them. - Roderick Murray-Smith (Int. J. Mob. Hum. Comput. Interact., 2009)

Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces. - John Williamson 001; Roderick Murray-Smith; Benjamin Blankertz; Matthias Krauledat; Klaus-Robert Müller (Int. J. Hum. Comput. Stud., 2009)

Bearing-based selection in mobile spatial interaction. - Steven Strachan; Roderick Murray-Smith (Pers. Ubiquitous Comput., 2009)

FingerCloud: uncertainty and autonomy handover incapacitive sensing. - Simon Rogers; John Williamson 001; Craig D. Stewart; Roderick Murray-Smith (CHI, 2010)

Social gravity: a virtual elastic tether for casual, privacy-preserving pedestrian rendezvous. - John Williamson 001; Simon Robinson 001; Craig D. Stewart; Roderick Murray-Smith; Matt Jones 001; Stephen A. Brewster (CHI, 2010)

Virtual hooping: teaching a phone about hula-hooping for fitness, fun and rehabilitation. - Josip Music; Roderick Murray-Smith (Mobile HCI, 2010)

"I did it my way": moving away from the tyranny of turn-by-turn pedestrian navigation. - Simon Robinson 001; Matt Jones 001; Parisa Eslambolchilar; Roderick Murray-Smith; Mads Lindborg (Mobile HCI, 2010)

Mobile social signal processing: vision and research issues. - Alessandro Vinciarelli; Roderick Murray-Smith; Hervé Bourlard (Mobile HCI, 2010)

A Multimodal Contact List to Enhance Remote Communication. - Andrew Crossan; Grégoire Lefebvre; Sophie Zijp-Rouzier; Roderick Murray-Smith (MSSP, 2010)

Negotiation Models for Mobile Tactile Interaction. - Dari Trendafilov; Saija Lemmelä; Roderick Murray-Smith (MSSP, 2010)

A Model-Based Approach to Analysis and Calibration of Sensor-Based Human Interaction Loops. - Parisa Eslambolchilar; Roderick Murray-Smith (Int. J. Mob. Hum. Comput. Interact., 2010)

Multimodal Excitatory Interfaces with Automatic Content Classification. - John Williamson 001; Roderick Murray-Smith (The Engineering of Mixed Reality Systems, 2010)

Simulating the feel of brain-computer interfaces for design, development and social interaction. - Melissa Quek; Daniel Boland; John Williamson 001; Roderick Murray-Smith; Michele Tavella; Serafeim Perdikis; Martijn Schreuder; Michael Tangermann (CHI, 2011)

AnglePose: robust, precise capacitive touch tracking via 3d orientation estimation. - Simon Rogers; John Williamson 001; Craig D. Stewart; Roderick Murray-Smith (CHI, 2011)

We need to talk: rediscovering audio for universal access. - Stephen A. Brewster; Matt Jones 001; Roderick Murray-Smith; Amit Anil Nanavati; Nitendra Rajput; Albrecht Schmidt 001; Markku Turunen (Mobile HCI, 2011)

Virtual sensors: rapid prototyping of ubiquitous interaction with a mobile phone and a Kinect. - Lauren Norrie; Roderick Murray-Smith (Mobile HCI, 2011)

"Can we work this out?": an evaluation of remote collaborative interaction in a mobile shared environment. - Dari Trendafilov; Yolanda Vazquez-Alvarez; Saija Lemmelä; Roderick Murray-Smith (Mobile HCI, 2011)

Mobile Context-Aware Support for Public Transportation Users. - Esben von Buchwald; Jakob Eg Larsen; Roderick Murray-Smith (Mobile Context Awareness, 2012)

Rewarding the original: explorations in joint user-sensor motion spaces. - John Williamson 001; Roderick Murray-Smith (CHI, 2012)

Research methods in Mobile HCI: trends and opportunities. - Jesper Kjeldskov; Keith Cheverst; Marco de Sá; Matt Jones 001; Roderick Murray-Smith (Mobile HCI (Companion), 2012)

Touching the micron: tactile interactions with an optical tweezer. - Stuart Lamont; Richard W. Bowman; Matthias Rath 004; John Williamson 001; Roderick Murray-Smith; Miles J. Padgett (Mobile HCI, 2012)

A user-specific machine learning approach for improving touch accuracy on mobile devices. - Daryl Weir; Simon Rogers; Roderick Murray-Smith; Markus Löchtefeld (UIST, 2012)

Navigation your way: from spontaneous independent exploration to dynamic social journeys. - Simon Robinson 001; Matt Jones 001; John Williamson 001; Roderick Murray-Smith; Parisa Eslambolchilar; Mads Lindborg (Pers. Ubiquitous Comput., 2012)

Focused and casual interactions: allowing users to vary their level of engagement. - Henning Pohl; Roderick Murray-Smith (CHI, 2013)

Inferring Music Selections for Casual Music Interaction. - Daniel Boland; Ross McLachlan; Roderick Murray-Smith (EuroHCIR, 2013)

Finding my beat: personalised rhythmic filtering for mobile music interaction. - Daniel Boland; Roderick Murray-Smith (Mobile HCI, 2013)

User-specific touch models in a cross-device context. - Daniel Buschek; Simon Rogers; Roderick Murray-Smith (Mobile HCI, 2013)

Putting books back on the shelf: situated interactions with digital book collections on smartphones. - Lauren Norrie; Marion Koelle; Roderick Murray-Smith; Matthias Kranz (MUM, 2013)

Information-Theoretic Characterization of Uncertainty in Manual Control. - Dari Trendafilov; Roderick Murray-Smith (SMC, 2013)

28 frames later: predicting screen touches from back-of-device grip changes. - Mohammad Faizuddin Mohd Noor; Andrew Ramsay; Stephen Hughes; Simon Rogers; John Williamson 001; Roderick Murray-Smith (CHI, 2014)

Information-Theoretic Measures of Music Listening Behaviour. - Daniel Boland; Roderick Murray-Smith (ISMIR, 2014)

Principles, Techniques and Perspectives on Optimization and HCI. - Per Ola Kristensson; Xiaojun Bi 001; Andrew Howes 001; Antti Oulasvirta; Roderick Murray-Smith; Harold Thimbleby; John Williamson 001; Shumin Zhai (CHI Extended Abstracts, 2015)

A Dose of Reality: Overcoming Usability Challenges in VR Head-Mounted Displays. - Mark McGill; Roderick Murray-Smith; Daniel Boland; Stephen A. Brewster (CHI Extended Abstracts, 2015)

Design and Evaluation of a Probabilistic Music Projection Interface. - Beatrix Vad; Daniel Boland; John Williamson 001; Roderick Murray-Smith; Peter Berg Steffensen (ISMIR, 2015)

Engaging with Mobile Music Retrieval. - Daniel Boland; Ross McLachlan; Roderick Murray-Smith (MobileHCI, 2015)

Impact of Smartphone Notification Display Choice in a Typing Task. - Lauren Norrie; Roderick Murray-Smith (MobileHCI Adjunct, 2015)

Cast Together: Inclusive and Unobtrusive Mobile Interactions with a Situated Display. - Lauren Norrie; Roderick Murray-Smith (PerDis, 2015)

Model of Coordination Flow in Remote Collaborative Interaction. - Dari Trendafilov; Daniel Polani; Roderick Murray-Smith (UKSim, 2015)

Nomadic Input on Mobile Devices: The Influence of Touch Input Technique and Walking Speed on Performance and Offset Modeling. - Josip Music; Roderick Murray-Smith (Hum. Comput. Interact., 2016)

Investigating UI Displacements in an Adaptive Mobile Homescreen. - Lauren Norrie; Roderick Murray-Smith (Int. J. Mob. Hum. Comput. Interact., 2016)

Notification Display Choice for Smartphone Users: Investigating the Impact of Notification Displays on a Typing Task. - Lauren Norrie; Roderick Murray-Smith (Int. J. Mob. Hum. Comput. Interact., 2016)

Transformations of Gaussian Process priors for user matching. - Shimin Feng; Roderick Murray-Smith (Int. J. Hum. Comput. Stud., 2016)

Moregrasp: restoration of upper limb function in Individuals with High spinal cord injury by Multimodal Neuroprostheses for Interaction in Daily Activities. - Gernot R. Müller-Putz; Patrick Ofner; Andreas Schwarz; Joana Pereira; Granit Luzhnica; Cecilia di Sciascio; Eduardo E. Veas; Sebastian Stein 003; John Williamson 001; Roderick Murray-Smith; Carlos Escolano; Luis Montesano; et al. (GBCIC, 2017)

Personalising vibrotactile displays through perceptual sensitivity adjustment. - Granit Luzhnica; Sebastian Stein 003; Eduardo E. Veas; Viktoria Pammer; John Williamson 001; Roderick Murray-Smith (ISWC, 2017)

Gesture Typing on Virtual Tabletop: Effect of Input Dimensions on Performance. - Antoine Loriette; Roderick Murray-Smith; Sebastian Stein 003; John Williamson 001 (ISS, 2017)

Neural network identification of people hidden from view with a single-pixel, single-photon detector. - Piergiorgio Caramazza; Alessandro Boccolini; Daniel Buschek; Matthias B. Hullin; Catherine F. Higham; Robert Henderson; Roderick Murray-Smith; Daniele Faccio (CoRR, 2017)

Position stabilisation and lag reduction with Gaussian processes in sensor fusion system for user performance improvement. - Shimin Feng; Roderick Murray-Smith; Andrew Ramsay (Int. J. Mach. Learn. Cybern., 2017)

Control Theoretic Models of Pointing. - Jörg Müller 001; Antti Oulasvirta; Roderick Murray-Smith (ACM Trans. Comput. Hum. Interact., 2017)

Control Theory, Dynamics, and Continuous Interaction. - Roderick Murray-Smith (Computational Interaction, 2018)

Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres. - Oisín Moran; Piergiorgio Caramazza; Daniele Faccio; Roderick Murray-Smith (NeurIPS, 2018)

Variational Sparse Coding. - Francesco Tonolini; Bjørn Sand Jensen; Roderick Murray-Smith (UAI, 2019)

Variational Inference for Computational Imaging Inverse Problems. - Francesco Tonolini; Ashley Lyons; Piergiorgio Caramazza; Daniele Faccio; Roderick Murray-Smith (CoRR, 2019)

Pathology GAN: Learning deep representations of cancer tissue. - Adalberto Claudio Quiros; Roderick Murray-Smith; Ke Yuan (CoRR, 2019)

Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy. - Hunter Gabbard; Chris Messenger; Ik Siong Heng; Francesco Tonolini; Roderick Murray-Smith (CoRR, 2019)

Spatial images from temporal data. - Alex Turpin; Gabriella Musarra; Valentin Kapitany; Francesco Tonolini; Ashley Lyons; Ilya Starshynov; Federica A. Villa; Enrico Conca; Francesco Fioranelli; Roderick Murray-Smith; Daniele Faccio (CoRR, 2019)

Penalizing Small Errors Using an Adaptive Logarithmic Loss. - Chaitanya Kaul; Nick E. Pears; Hang Dai; Roderick Murray-Smith; Suresh Manandhar (ICPR Workshops (1), 2020)

PathologyGAN: Learning deep representations of cancer tissue. - Adalberto Claudio Quiros; Roderick Murray-Smith; Ke Yuan (MIDL, 2020)

Learning a low dimensional manifold of real cancer tissue with PathologyGAN. - Adalberto Claudio Quiros; Roderick Murray-Smith; Ke Yuan (CoRR, 2020)

Variational Inference for Computational Imaging Inverse Problems. - Francesco Tonolini; Jack Radford; Alex Turpin; Daniele Faccio; Roderick Murray-Smith (J. Mach. Learn. Res., 2020)

Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations. - Shameem Ahamed Puthiya Parambath; Christos Anagnostopoulos 001; Roderick Murray-Smith; Sean MacAvaney; Evangelos Zervas (ACML, 2021)

Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data. - Francesco Tonolini; Pablo Garcia Moreno; Andreas C. Damianou; Roderick Murray-Smith (ICLR, 2021)

Focusnet++: Attentive Aggregated Transformations For Efficient And Accurate Medical Image Segmentation. - Chaitanya Kaul; Nick E. Pears; Hang Dai; Roderick Murray-Smith; Suresh Manandhar (ISBI, 2021)

Adversarial Learning of Cancer Tissue Representations. - Adalberto Claudio Quiros; Nicolas Coudray; Anna Yeaton; Wisuwat Sunhem; Roderick Murray-Smith; Aristotelis Tsirigos; Ke Yuan (MICCAI (8), 2021)

Hysteresis-based supervisory control with application to non-pharmaceutical containment of COVID-19. - Michelangelo Bin; Emanuele Crisostomi; Pietro Ferraro; Roderick Murray-Smith; Thomas Parisini; Robert Shorten; Sebastian Stein 003 (Annu. Rev. Control., 2021)

Prediction of weaning from mechanical ventilation using Convolutional Neural Networks. - Yan Jia 008; Chaitanya Kaul; Tom Lawton; Roderick Murray-Smith; Ibrahim Habli (Artif. Intell. Medicine, 2021)

A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs. - Joshua Mitton; Hans M. Senn; Klaas Wynne; Roderick Murray-Smith (CoRR, 2021)

On node ranking in graphs. - Ekaterina Dudkina; Michelangelo Bin; Jane Breen; Emanuele Crisostomi; Pietro Ferraro; Steve Kirkland; Jakub Marecek; Roderick Murray-Smith; Thomas Parisini; Lewi Stone; Serife Yilmaz; Robert Shorten (CoRR, 2021)

IntenT5: Search Result Diversification using Causal Language Models. - Sean MacAvaney; Craig Macdonald; Roderick Murray-Smith; Iadh Ounis (CoRR, 2021)

Forward and Inverse models in HCI: Physical simulation and deep learning for inferring 3D finger pose. - Roderick Murray-Smith; John H. Williamson 001; Andrew Ramsay; Francesco Tonolini; Simon Rogers; Antoine Loriette (CoRR, 2021)

Rotation Equivariant Deforestation Segmentation and Driver Classification. - Joshua Mitton; Roderick Murray-Smith (CoRR, 2021)

Learning Robust Controllers Via Probabilistic Model-Based Policy Search. - Valentin Charvet; Bjørn Sand Jensen; Roderick Murray-Smith (CoRR, 2021)

CpT: Convolutional Point Transformer for 3D Point Cloud Processing. - Chaitanya Kaul; Joshua Mitton; Hang Dai; Roderick Murray-Smith (CoRR, 2021)

Local Permutation Equivariance For Graph Neural Networks. - Joshua Mitton; Roderick Murray-Smith (CoRR, 2021)

Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image. - Joshua Mitton; Chaitanya Kaul; Roderick Murray-Smith (CoRR, 2021)

Post-lockdown abatement of COVID-19 by fast periodic switching. - Michelangelo Bin; Peter Y. K. Cheung; Emanuele Crisostomi; Pietro Ferraro; Hugo Lhachemi; Roderick Murray-Smith; Connor Myant; Thomas Parisini; Robert Shorten; Sebastian Stein 003; Lewi Stone (PLoS Comput. Biol., 2021)

Intermittent Control as a Model of Mouse Movements. - J. Alberto Álvarez Martín; Henrik Gollee; Jörg Müller 001; Roderick Murray-Smith (ACM Trans. Comput. Hum. Interact., 2021)

Convolutional Point Transformer. - Chaitanya Kaul; Joshua Mitton; Hang Dai; Roderick Murray-Smith (ACCV (Workshops), 2022)

Parameter Tuning of Reranking-based Diversification Algorithms using Total Curvature Analysis. - Shameem Puthiya Parambath; Siwei Liu 001; Christos Anagnostopoulos 001; Roderick Murray-Smith; Iadh Ounis (ICTIR, 2022)

Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres. - Joshua Mitton; Simon Peter Mekhail; Miles J. Padgett; Daniele Faccio; Marco Aversa; Roderick Murray-Smith (NeurIPS, 2022)

Breathing Life Into Biomechanical User Models. - Aleksi Ikkala; Florian Fischer 001; Markus Klar; Miroslav Bachinski; Arthur Fleig; Andrew Howes 001; Perttu Hämäläinen; Jörg Müller 001; Roderick Murray-Smith; Antti Oulasvirta (UIST, 2022)

Low-Dimensional Embeddings for Interaction Design. - Marius Mihai Rusu; Svenja Yvonne Schött; John H. Williamson 001; Albrecht Schmidt 001; Roderick Murray-Smith (Adv. Intell. Syst., 2022)

Improving Sequential Query Recommendation with Immediate User Feedback. - Shameem Ahamed Puthiya Parambath; Christos Anagnostopoulos 001; Roderick Murray-Smith (CoRR, 2022)

Data Models for Dataset Drift Controls in Machine Learning With Images. - Luis Oala; Marco Aversa; Gabriel Nobis; Kurt Willis; Yoan Neuenschwander; Michèle Buck; Christian Matek; Jérôme Extermann; Enrico Pomarico; Wojciech Samek; Roderick Murray-Smith; Christoph Clausen; et al. (CoRR, 2022)

What simulation can do for HCI research. - Roderick Murray-Smith; Antti Oulasvirta; Andrew Howes 001; Jörg Müller 001; Aleksi Ikkala; Miroslav Bachinski; Arthur Fleig; Florian Fischer 001; Markus Klar (Interactions, 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. - Saeed Maadi; Sebastian Stein 003; Jinhyun Hong; Roderick Murray-Smith (Sensors, 2022)

Optimizing Vision Transformers for Medical Image Segmentation. - Qianying Liu; Chaitanya Kaul; Jun Wang 121; Christos Anagnostopoulos 001; Roderick Murray-Smith; Fani Deligianni (ICASSP, 2023)

mmSense: Detecting Concealed Weapons with a Miniature Radar Sensor. - Kevin J. Mitchell; Khaled Kassem; Chaitanya Kaul; Valentin Kapitany; Philip Binner; Andrew Ramsay; Daniele Faccio; Roderick Murray-Smith (ICASSP, 2023)

Continuous Interaction with A Smart Speaker via Low-Dimensional Embeddings of Dynamic Hand Pose. - Songpei Xu; Chaitanya Kaul; Xuri Ge; Roderick Murray-Smith (ICASSP, 2023)

Generating Multimodal Augmentations with LLMs from Song Metadata for Music Information Retrieval. - Federico Rossetto; Jeffrey Dalton 001; Roderick Murray-Smith (LGM3A@MM, 2023)

DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology. - Marco Aversa; Gabriel Nobis; Miriam Hägele; Kai Standvoss; Mihaela Chirica; Roderick Murray-Smith; Ahmed M. Alaa; Lukas Ruff; Daniela Ivanova; Wojciech Samek; Frederick Klauschen; Bruno Sanguinetti; et al. (NeurIPS, 2023)

The Fully Convolutional Transformer for Medical Image Segmentation. - Athanasios Tragakis; Chaitanya Kaul; Roderick Murray-Smith; Dirk Husmeier (WACV, 2023)

Generative Fractional Diffusion Models. - Gabriel Nobis; Marco Aversa; Maximilian Springenberg; Michael Detzel; Stefano Ermon; Shinichi Nakajima; Roderick Murray-Smith; Sebastian Lapuschkin; Christoph Knochenhauer; Luis Oala; Wojciech Samek (CoRR, 2023)

Subgraph Permutation Equivariant Networks. - Joshua Mitton; Roderick Murray-Smith (Trans. Mach. Learn. Res., 2023)

Data Models for Dataset Drift Controls in Machine Learning With Optical Images. - Luis Oala; Marco Aversa; Gabriel Nobis; Kurt Willis; Yoan Neuenschwander; Michèle Buck; Christian Matek; Jérôme Extermann; Enrico Pomarico; Wojciech Samek; Roderick Murray-Smith; Christoph Clausen; et al. (Trans. Mach. Learn. Res., 2023)

Data Models for Dataset Drift Controls in Machine Learning With Optical Images - Datasets. - Luis Oala; Marco Aversa; Gabriel Nobis; Kurt Willis; Yoan Neuenschwander; Michèle Buck; Christian Matek; Jérôme Extermann; Enrico Pomarico; Wojciech Samek; Roderick Murray-Smith; Christoph Clausen; et al. (Zenodo, 2023)

Survey: Leakage and Privacy at Inference Time. - Marija Jegorova; Chaitanya Kaul; Charlie Mayor; Alison Q. O'Neil; Alexander Weir; Roderick Murray-Smith; Sotirios A. Tsaftaris (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

HpEIS: Learning Hand Pose Embeddings for Multimedia Interactive Systems. - Songpei Xu; Xuri Ge; Chaitanya Kaul; Roderick Murray-Smith (ICME, 2024)

Glfnet: Global-Local (Frequency) Filter Networks for Efficient Medical Image Segmentation. - Athanasios Tragakis; Qianying Liu; Chaitanya Kaul; Swalpa Kumar Roy; Hang Dai; Fani Deligianni; Roderick Murray-Smith; Daniele Faccio (ISBI, 2024)

Towards Interaction Design with Active Inference: A Case Study on Noisy Ordinal Selection. - Sebastian Stein 003; John H. Williamson 001; Roderick Murray-Smith (IWAI, 2024)

Generative Fractional Diffusion Models. - Gabriel Nobis; Maximilian Springenberg; Marco Aversa; Michael Detzel; Rembert Daems; Roderick Murray-Smith; Shinichi Nakajima; Sebastian Lapuschkin; Stefano Ermon; Tolga Birdal; Manfred Opper; Christoph Knochenhauer; et al. (NeurIPS, 2024)

Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. - Athanasios Tragakis; Marco Aversa; Chaitanya Kaul; Roderick Murray-Smith; Daniele Faccio (NeurIPS, 2024)

SIM2VR: Towards Automated Biomechanical Testing in VR. - Florian Fischer 001; Aleksi Ikkala; Markus Klar; Arthur Fleig; Miroslav Bachinski; Roderick Murray-Smith; Perttu Hämäläinen; Antti Oulasvirta; Jörg Müller 001 (UIST, 2024)

Active Inference and Human-Computer Interaction. - Roderick Murray-Smith; John H. Williamson 001; Sebastian Stein 003 (CoRR, 2024)

A comparison of centrality measures and their role in controlling the spread in epidemic networks. - Ekaterina Dudkina; Michelangelo Bin; Jane Breen; Emanuele Crisostomi; Pietro Ferraro; Steve Kirkland; Jakub Marecek; Roderick Murray-Smith; Thomas Parisini; Lewi Stone; Serife Yilmaz; Robert Shorten (Int. J. Control, 2024)

AI-Enabled Sensor Fusion of Time-of-Flight Imaging and mmWave for Concealed Metal Detection. - Chaitanya Kaul; Kevin J. Mitchell; Khaled Kassem; Athanasios Tragakis; Valentin Kapitany; Ilya Starshynov; Federica A. Villa; Roderick Murray-Smith; Daniele Faccio (Sensors, 2024)

Sequential query prediction based on multi-armed bandits with ensemble of transformer experts and immediate feedback. - Shameem Ahamed Puthiya Parambath; Christos Anagnostopoulos 001; Roderick Murray-Smith (Data Min. Knowl. Discov., 2024)

IGAF: Incremental Guided Attention Fusion for Depth Super-Resolution. - Athanasios Tragakis; Chaitanya Kaul; Kevin J. Mitchell; Hang Dai; Roderick Murray-Smith; Daniele Faccio (CoRR, 2025)

Actively Inferring Optimal Measurement Sequences. - Catherine F. Higham; Paul Henderson; Roderick Murray-Smith (CoRR, 2025)

Improving Controller Generalization with Dimensionless Markov Decision Processes. - Valentin Charvet; Sebastian Stein 003; Roderick Murray-Smith (CoRR, 2025)

Mind & Motion: Opportunities and Applications of Integrating Biomechanics and Cognitive Models in HCI. - Arthur Fleig; Florian Fischer 001; Markus Klar; Patrick Ebel 001; Miroslav Bachinski; Per Ola Kristensson; Roderick Murray-Smith; Antti Oulasvirta (CoRR, 2025)