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JMLR
2012
13 years 1 months ago
On Nonparametric Guidance for Learning Autoencoder Representations
Unsupervised discovery of latent representations, in addition to being useful for density modeling, visualisation and exploratory data analysis, is also increasingly important for...
Jasper Snoek, Ryan Prescott Adams, Hugo Larochelle
WOWMOM
2009
ACM
146views Multimedia» more  WOWMOM 2009»
15 years 6 months ago
When opportunity proceeds from autonomy: A tour-based architecture for disconnected mobile sensors
We consider the case of sparse mobile sensors deployed to implement missions in challenging environments. This paper explores a notion of tour networks that is well suited to circ...
Michel Charpentier, Radim Bartos, Swapnil Bhatia
ICMI
2000
Springer
138views Biometrics» more  ICMI 2000»
15 years 3 months ago
Multimodal Speaker Detection Using Input/Output Dynamic Bayesian Networks
Inferring users' actions and intentions forms an integral part of design and development of any human-computer interface. The presence of noisy and at times ambiguous sensory ...
Vladimir Pavlovic, Ashutosh Garg, James M. Rehg
NOMS
2002
IEEE
130views Communications» more  NOMS 2002»
15 years 4 months ago
Design of a network level management information model for automatically switched transport networks
The concept of Automatically Switched Transport Networks (ASTN) combines elements of distributed connection management from the IP world with classical transport network functiona...
Georg Lehr, Ulrike Hartmer, Ralf Geerdsen
ICAI
2007
15 years 27 days ago
Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks
Biomolecular networks dynamically respond to stimuli and implement cellular function. Understanding these dynamic changes is the key challenge for cell biologists. As biomolecular...
Xiaohua Hu, Fang-Xiang Wu, Michael K. Ng, Bahrad A...