Tom Fincham Haines

Staff

Department of Computer Science

Dr Tom Fincham Haines

Tom applies machine learning (ML) to a wide selection of problems, particularly those involving computer visions and graphics. He has strong interests in graphical models, Bayesian non-parametric models, directional statistics and active learning, and working on projects involving tools to help artists, ML for education, online/realtime ML, causality, and scaling non-parametric methods to big data.

University of Bath Research Portal:

https://researchportal.bath.ac.uk/en/persons/tom-fincham-haines

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.