Neill Campbell

Staff

Department of Computer Science

Professor Neill Campbell

Neill’s main area of research involves learning models of shape (2D and 3D) and appearance from images. In particular, he is interested in performing this in an automatic or interactive fashion that allows these technologies to be put to use in a variety of applications without requiring users to have computer vision or graphics expertise. He also works on generative machine learning models, in particular Gaussian processes and Bayesian nonparametric methods, in a variety of applications.

University of Bath Research Portal:

https://researchportal.bath.ac.uk/en/persons/neill-campbell/

Second Supervisors

Alessandro Leronni

Department of Mechanical Engineering

Research interests

Continuum modelling of electrochemo-mechanical systems
Finite element implementation of multiphysics frameworks
Smart materials, energy storage, and developmental biology

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Da Chen

Department of Computer Science

Research interests:

Computer vision, deep learning, multimodal learning: general CV/ML tasks in practical scenarios.
Learning with limited data: Learning with imbalanced data, long-tailed data, open-set data, out-of-distribution data, etc; incremental learning, few-shot learning, etc.
Video processing: multimodal learning with video with visual, textual, and audio information.