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86
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BC
1999
81views more  BC 1999»
15 years 1 months ago
Error tolerant associative memory
Abstract-- This paper surveys two advanced associative memory models[8][5]. The first model was derived from the projection on a closed convex set spanned by patterns. The second m...
Cheng-Yuan Liou, Shao-Kuo Yuan
ECOOP
2000
Springer
15 years 6 months ago
Design Patterns Application in UML
The Unified Modeling Language (UML) currently proposes a mechanism to model recurrent design structures: the parameterized collaborations. The main goal of this mechanism is to mo...
Gerson Sunyé, Alain Le Guennec, Jean-Marc J...
104
Voted
IJCV
2008
123views more  IJCV 2008»
15 years 1 months ago
Nonlocal Image and Movie Denoising
Neighborhood filters are nonlocal image and movie filters which reduce the noise by averaging similar pixels. The first object of the paper is to present a unified theory of these...
Antoni Buades, Bartomeu Coll, Jean-Michel Morel
123
Voted
ICML
2008
IEEE
16 years 2 months ago
Extracting and composing robust features with denoising autoencoders
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pi...
88
Voted
ICMCS
2007
IEEE
112views Multimedia» more  ICMCS 2007»
15 years 8 months ago
Detecting Unsafe Driving Patterns using Discriminative Learning
We propose a discriminative learning approach for fusing multichannel sequential data with application to detect unsafe driving patterns from multi-channel driving recording data....
Yue Zhou, Wei Xu, Huazhong Ning, Yihong Gong, Thom...