Browsing School of Electronic Engineering and Computer Science by Issue Date
Now showing items 1-20 of 3922
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Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond
(Association for the Advancement of Artificial Intelligence (AAAI), 24-03-2024)Multi-Task Learning (MTL) is a framework, where multiple related tasks are learned jointly and benefit from a shared representation space, or parameter transfer. To provide sufficient learning support, modern MTL uses ... -
Full abstraction for PCF
(2000-12-15) -
Internet packet traffic congestion
(2003) -
Count three for wear able computers
(2004-02-01)A description of 'ubiquitous computer' is presented. Ubiquitous computers imply portable computers embedded into everyday objects, which would replace personal computers. Ubiquitous computers can be mapped into a three-tier ... -
Structural constraints in complex networks
(2007-06) -
Theorems on positive data: on the uniqueness of NMF.
(2008)We investigate the conditions for which nonnegative matrix factorization (NMF) is unique and introduce several theorems which can determine whether the decomposition is in fact unique or not. The theorems are illustrated ... -
Classification of the asymptotic Proof Complexity of Polynomial Calculus
(Springer, 2008)We show that the asymptotic complexity of uniformly generated (expressible in First-Order (FO) logic) propositional tautologies for the Nullstellensatz proof system (NS) as well as for Polynomial Calculus, (PC) has four ... -
Generalized face super-resolution
(2008-06)