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» Introduction to Machine Learning
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AAAI
2012
13 years 5 months ago
Relative Attributes for Enhanced Human-Machine Communication
We propose to model relative attributes1 that capture the relationships between images and objects in terms of human-nameable visual properties. For example, the models can captur...
Devi Parikh, Adriana Kovashka, Amar Parkash, Krist...
AIM
1999
15 years 2 months ago
Machine Learning, Machine Vision, and the Brain
The problem of learning is arguably at the very core of the problem of intelligence, both biological and artificial. In this paper we review our work over the last ten years in th...
Tomaso Poggio, Christian R. Shelton
117
Voted
ICML
2006
IEEE
16 years 3 months ago
Batch mode active learning and its application to medical image classification
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R....
122
Voted
ICML
2001
IEEE
16 years 3 months ago
Multiple-Instance Learning of Real-Valued Data
Robert A. Amar, Daniel R. Dooly, Sally A. Goldman,...
66
Voted
ICML
2000
IEEE
16 years 3 months ago
Achieving Efficient and Cognitively Plausible Learning in Backgammon
Scott Sanner, John R. Anderson, Christian Lebiere,...