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09/12/2016
Active Canny: Edge Detection and Recovery with Open Active Contour Models
We introduce an edge detection and recovery framework based on open acti...
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11/13/2015
Symbol Grounding Association in Multimodal Sequences with Missing Elements
In this paper, we extend a symbolic association framework for being able...
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08/12/2015
Possible Mechanisms for Neural Reconfigurability and their Implications
The paper introduces a biologically and evolutionarily plausible neural ...
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08/12/2015
On the Convergence of SGD Training of Neural Networks
Neural networks are usually trained by some form of stochastic gradient ...
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08/12/2015
The Effects of Hyperparameters on SGD Training of Neural Networks
The performance of neural network classifiers is determined by a number ...
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08/11/2015
Benchmarking of LSTM Networks
LSTM (Long Short-Term Memory) recurrent neural networks have been highly...
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12/02/2007
View Based Methods can achieve Bayes-Optimal 3D Recognition
This paper proves that visual object recognition systems using only 2D E...
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12/02/2007
Learning View Generalization Functions
Learning object models from views in 3D visual object recognition is usu...
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12/02/2007
Learning Similarity for Character Recognition and 3D Object Recognition
I describe an approach to similarity motivated by Bayesian methods. This...
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12/02/2007
Efficient Binary and Run Length Morphology and its Application to Document Image Processing
This paper describes the implementation and evaluation of an open source...
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03/21/2007