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132
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CVPR
2008
IEEE
16 years 5 months ago
Color constancy beyond bags of pixels
Estimating the color of a scene illuminant often plays a central role in computational color constancy. While this problem has received significant attention, the methods that exi...
Ayan Chakrabarti, Keigo Hirakawa, Todd Zickler
121
Voted
SIGCSE
2008
ACM
93views Education» more  SIGCSE 2008»
15 years 3 months ago
Struggles of new college graduates in their first software development job
How do new college graduates experience their first software development jobs? In what ways are they prepared by their educational experiences, and in what ways do they struggle t...
Andrew Begel, Beth Simon
GRC
2010
IEEE
15 years 4 months ago
Learning Multiple Latent Variables with Self-Organizing Maps
Inference of latent variables from complicated data is one important problem in data mining. The high dimensionality and high complexity of real world data often make accurate infe...
Lili Zhang, Erzsébet Merényi
145
Voted
CVPR
2010
IEEE
15 years 9 months ago
Towards Semantic Embedding in Visual Vocabulary
Visual vocabulary serves as a fundamental component in many computer vision tasks, such as object recognition, visual search, and scene modeling. While state-of-the-art approaches...
R.-R. Ji, Hongxun Yao, Xiaoshuai Sun
107
Voted
UAI
2004
15 years 4 months ago
Monotonicity in Bayesian Networks
For many real-life Bayesian networks, common knowledge dictates that the output established for the main variable of interest increases with higher values for the observable varia...
Linda C. van der Gaag, Hans L. Bodlaender, A. J. F...