Search Results for author: Ian Mason

Found 3 papers, 1 papers with code

Real-Time Style Modelling of Human Locomotion via Feature-Wise Transformations and Local Motion Phases

no code implementations12 Jan 2022 Ian Mason, Sebastian Starke, Taku Komura

In this work we present a style modelling system that uses an animation synthesis network to model motion content based on local motion phases.

Style Transfer

Unit-level surprise in neural networks

no code implementations NeurIPS Workshop ICBINB 2021 Cian Eastwood, Ian Mason, Chris Williams

To adapt to changes in real-world data distributions, neural networks must update their parameters.

Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration

1 code implementation ICLR 2022 Cian Eastwood, Ian Mason, Christopher K. I. Williams, Bernhard Schölkopf

Existing methods for SFDA leverage entropy-minimization techniques which: (i) apply only to classification; (ii) destroy model calibration; and (iii) rely on the source model achieving a good level of feature-space class-separation in the target domain.

Domain Adaptation

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