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JMLR
2010
136views more  JMLR 2010»
14 years 8 months ago
Reducing Label Complexity by Learning From Bags
We consider a supervised learning setting in which the main cost of learning is the number of training labels and one can obtain a single label for a bag of examples, indicating o...
Sivan Sabato, Nathan Srebro, Naftali Tishby
SCIA
2009
Springer
183views Image Analysis» more  SCIA 2009»
15 years 8 months ago
Globally Optimal Least Squares Solutions for Quasiconvex 1D Vision Problems
Abstract. Solutions to non-linear least squares problems play an essential role in structure and motion problems in computer vision. The predominant approach for solving these prob...
Carl Olsson, Martin Byröd, Fredrik Kahl
ICMI
2005
Springer
201views Biometrics» more  ICMI 2005»
15 years 7 months ago
A joint particle filter for audio-visual speaker tracking
In this paper, we present a novel approach for tracking a lecturer during the course of his speech. We use features from multiple cameras and microphones, and process them in a jo...
Kai Nickel, Tobias Gehrig, Rainer Stiefelhagen, Jo...
NAR
2010
128views more  NAR 2010»
14 years 8 months ago
AntigenDB: an immunoinformatics database of pathogen antigens
The continuing threat of infectious disease and future pandemics, coupled to the continuous increase of drug-resistant pathogens, makes the discovery of new and better vaccines im...
Hifzur Rahman Ansari, Darren R. Flower, G. P. S. R...
PAMI
2008
160views more  PAMI 2008»
15 years 1 months ago
Emotion Recognition Based on Physiological Changes in Music Listening
Little attention has been paid so far to physiological signals for emotion recognition compared to audiovisual emotion channels such as facial expression or speech. This paper inve...
Jonghwa Kim, Elisabeth André
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