Publications

Sebastian Starke, Ian Mason, Taku Komura, DeepPhase: Periodic Autoencoders for Learning Motion Phase Manifolds, SIGGRAPH/ACM Transactions on Graphics, 2022. [PDF] [Bibtex] [Project Page]

Cian Eastwood*, Ian Mason*, Christopher K. I. Williams, Bernhard Schölkopf, Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration, ICLR (Spotlight), 2022. (*Joint First Author). [PDF] [Bibtex] [Code]

Ian Mason, Sebastian Starke, Taku Komura, Real-Time Style Modelling of Human Locomotion via Feature-Wise Transformations and Local Motion Phases, i3D/ACM on Computer Graphics and Interactive Techniques, 2022. [PDF] [Bibtex] [Data]

Cian Eastwood*, Ian Mason*, Christopher K. I. Williams, Unit-level Surprise in Neural Networks, NeurIPS 2021 Workshop, I (Still) Can’t Believe It’s Not Better/Proceedings of Machine Learning Research, 2021. (*Joint First Author). [PDF] [Bibtex] [Poster] [Award]

Ian Mason, Sebastian Starke, He Zhang, Hakan Bilen, Taku Komura, Few-shot Learning of Homogeneous Human Locomotion Styles, Computer Graphics Forum, 37(7), 2018 [PDF] [Bibtex] [Code] [Video] [Award]