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» Perceptual Learning and Abstraction in Machine Learning
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ECCV
2006
Springer
15 years 11 months ago
Figure/Ground Assignment in Natural Images
Abstract. Figure/ground assignment is a key step in perceptual organization which assigns contours to one of the two abutting regions, providing information about occlusion and all...
Xiaofeng Ren, Charless Fowlkes, Jitendra Malik
POPL
2007
ACM
15 years 10 months ago
Program verification as probabilistic inference
In this paper, we propose a new algorithm for proving the validity or invalidity of a pre/postcondition pair for a program. The algorithm is motivated by the success of the algori...
Sumit Gulwani, Nebojsa Jojic
93
Voted
ICMLA
2010
14 years 7 months ago
Semi-Supervised Anomaly Detection for EEG Waveforms Using Deep Belief Nets
Abstract--Clinical electroencephalography (EEG) is routinely used to monitor brain function in critically ill patients, and specific EEG waveforms are recognized by clinicians as s...
Drausin Wulsin, Justin Blanco, Ram Mani, Brian Lit...
ACII
2005
Springer
15 years 3 months ago
Gesture-Based Affective Computing on Motion Capture Data
Abstract. This paper presents research using full body skeletal movements captured using video-based sensor technology developed by Vicon Motion Systems, to train a machine to iden...
Asha Kapur, Ajay Kapur, Naznin Virji-Babul, George...
ERCIMDL
2003
Springer
116views Education» more  ERCIMDL 2003»
15 years 2 months ago
Connecting Interface Metaphors to Support Creation of Path-Based Collections
Abstract. Walden’s Paths is a suite of tools that supports the creation and presentation of linear hypermedia paths—targeted collections that enable authors to reorganize and c...
Unmil Karadkar, Andruid Kerne, Richard Furuta, Lui...