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ICA
2007
Springer
16 years 1 months ago
Supervised and Semi-supervised Separation of Sounds from Single-Channel Mixtures
In this paper we describe a methodology for model-based single channel separation of sounds. We present a sparse latent variable model that can learn sounds based on their distribu...
Paris Smaragdis, Bhiksha Raj, Madhusudana V. S. Sh...
IROS
2006
IEEE
148views Robotics» more  IROS 2006»
16 years 1 months ago
Environment Understanding: Robust Feature Extraction from Range Sensor Data
— This paper proposes an approach allowing indoor environment supervised learning to recognize relevant features for environment understanding. Stochastic preprocessing methods i...
Antonio Romeo, Luis Montano
ICCV
2005
IEEE
16 years 19 days ago
Priors for People Tracking from Small Training Sets
We advocate the use of Scaled Gaussian Process Latent Variable Models (SGPLVM) to learn prior models of 3D human pose for 3D people tracking. The SGPLVM simultaneously optimizes a...
Raquel Urtasun, David J. Fleet, Aaron Hertzmann, P...
ICADL
2005
Springer
112views Education» more  ICADL 2005»
16 years 17 days ago
A Method for Creating a High Quality Collection of Researchers' Homepages from the Web
This paper proposes a method for creating a high quality collection of researchers’ homepages. The proposed method consists of three phases: rough filtering of the possible web p...
Yuxin Wang, Keizo Oyama
SOFSEM
2005
Springer
16 years 15 days ago
From Research Prototypes to Industrial Strength Open Source Products - The ObjectWeb Experience
Abstract. Open source software has become a common way of disseminating research results. In this talk, we first introduce the motivations and implications of releasing research pr...
Emmanuel Cecchet