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
Paulin D
(2022)
A 4D-Var method with flow-dependent background covariances for the shallow-water equations
in Statistics and Computing
Campbell A
(2022)
A Continuous Time Framework for Discrete Denoising Models
Xu T
(2019)
An Accelerated Correlation Filter Tracker
Xu T
(2020)
An accelerated correlation filter tracker
in Pattern Recognition
Tadic V
(2019)
Analyticity of Entropy Rates of Continuous-State Hidden Markov Models
in IEEE Transactions on Information Theory
Tadic V
(2021)
Asymptotic Properties of Recursive Particle Maximum Likelihood Estimation
in IEEE Transactions on Information Theory
Dupont E.
(2019)
Augmented neural ODEs
in Advances in Neural Information Processing Systems
Clerico E
(2022)
Chained Generalisation Bounds
Hellström F
(2023)
Comparing Comparators in Generalization Bounds
Zhu X
(2021)
Complementary Discriminative Correlation Filters Based on Collaborative Representation for Visual Object Tracking
in IEEE Transactions on Circuits and Systems for Video Technology
Mikhailiuk A
(2022)
Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality
in IEEE Transactions on Multimedia
Mikhailiuk A
(2020)
Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality
Biggs F
(2021)
Differentiable PAC-Bayes Objectives with Partially Aggregated Neural Networks
in Entropy
Maddison C
(2021)
Dual Space Preconditioning for Gradient Descent
in SIAM Journal on Optimization
Alquier P
(2022)
Estimation of Copulas via Maximum Mean Discrepancy
in Journal of the American Statistical Association
Alquier P
(2020)
Estimation of copulas via Maximum Mean Discrepancy
Deligiannidis G
(2019)
Exponential ergodicity of the bouncy particle sampler
in The Annals of Statistics