We describe an approach to building brain-computer interfaces (BCI) based on graphical models for probabilistic inference and learning. We show how a dynamic Bayesian network (DBN...
This paper investigates adapting a lexicalized probabilistic context-free grammar (PCFG) to a novel domain, using maximum a posteriori (MAP) estimation. The MAP framework is gener...
—We present a real-time algorithm which can recover the 3D trajectory of a monocular camera, moving rapidly through a previously unknown scene. Our system, which we dub MonoSLAM,...
Andrew J. Davison, Ian D. Reid, Nicholas Molton, O...
Id: trecvid2008.tex 197 2008-10-23 13:28:48Z alyr Date: 2008-10-23 15:28:48 +0200 (Thu, 23 Oct 2008) Type Run Description MAP/mean infAP HLF Official H utcwiprimw146 Our prelimina...
Robin Aly, Djoerd Hiemstra, Arjen P. de Vries, Hen...
— The principle of artificial curiosity directs active exploration towards the most informative or most interesting data. We show its usefulness for global black box optimizatio...
Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gom...