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ICML
2008
IEEE
16 years 7 months ago
Extracting and composing robust features with denoising autoencoders
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pi...
ISBI
2004
IEEE
16 years 7 months ago
Multi-Modal Non-Rigid Registration Using a Stochastic Gradient Approximation
We present a new fast implementation of a non-rigid registration algorithm, based on a finite element elastic deformation model using the mutual information metric with a linear e...
Aloys du Bois d'Aische, Benoît Macq, Florian...
WWW
2008
ACM
16 years 7 months ago
Plurality: a context-aware personalized tagging system
We present the design of Plurality,1 an interactive tagging system. Plurality's modular architecture allows users to automatically generate high-quality tags over Web content...
Robert Graham, Brian Eoff, James Caverlee
WWW
2008
ACM
16 years 7 months ago
The world wide telecom web browser
As the number of telephony voice applications grow, there will be a need for a browser to surf the Web of interconnected voice applications (called as VoiceSites). These VoiceSite...
Sheetal K. Agarwal, Arun Kumar, Amit Anil Nanavati...
WWW
2007
ACM
16 years 7 months ago
Semantic personalization of web portal contents
Enriching Web applications with personalized data is of major interest for facilitating the user access to the published contents, and therefore, for guaranteeing successful user ...
Christina Tziviskou, Marco Brambilla