Semantic Information Pursuit for Multimodal Data Analysis
Lead Research Organisation:
University of Oxford
Department Name: Statistics
Abstract
Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.
People |
ORCID iD |
Arnaud Doucet (Principal Investigator) |
Publications
Campbell A
(2021)
Online Variational Filtering and Parameter Learning
Mikhailiuk A
(2020)
Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality
Hellström F
(2023)
Comparing Comparators in Generalization Bounds
Alquier P
(2020)
Estimation of copulas via Maximum Mean Discrepancy
Clerico E
(2022)
Chained Generalisation Bounds
Campbell A
(2023)
Trans-Dimensional Generative Modeling via Jump Diffusion Models
Bulathwela S
(2020)
SUM'20: State-based User Modelling
Phillips A
(2022)
Spectral Diffusion Processes
Benton J
(2022)
From Denoising Diffusions to Denoising Markov Models
Xu T
(2019)
An Accelerated Correlation Filter Tracker
Campbell A
(2022)
A Continuous Time Framework for Discrete Denoising Models
Viallard P
(2023)
Learning via Wasserstein-Based High Probability Generalisation Bounds
Picard-Weibel A
(2022)
On change of measure inequalities for $f$-divergences