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111
Voted
CORR
2016
Springer
63views Education» more  CORR 2016»
10 years 1 months ago
Holonomic Tools for Basic Hypergeometric Functions
With the exception of q-hypergeometric summation, the use of computer algebra packages implementing Zeilberger’s “holonomic systems approach” in a broader mathematical sense...
Christoph Koutschan, Peter Paule
315
Voted
CORR
2016
Springer
150views Education» more  CORR 2016»
10 years 1 months ago
Generating Images with Perceptual Similarity Metrics based on Deep Networks
Image-generating machine learning models are typically trained with loss functions based on distance in the image space. This often leads to over-smoothed results. We propose a cl...
Alexey Dosovitskiy, Thomas Brox
111
Voted
CORR
2016
Springer
59views Education» more  CORR 2016»
10 years 1 months ago
Group Invariant Deep Representations for Image Instance Retrieval
Most image instance retrieval pipelines are based on comparison of vectors known as global image descriptors between a query image and the database images. Due to their success in...
Olivier Morère, Antoine Veillard, Jie Lin, ...
93
Voted
CORR
2016
Springer
56views Education» more  CORR 2016»
10 years 1 months ago
Bitwise Neural Networks
Based on the assumption that there exists a neural network that efficiently represents a set of Boolean functions between all binary inputs and outputs, we propose a process for ...
Minje Kim, Paris Smaragdis
CORR
2016
Springer
55views Education» more  CORR 2016»
10 years 1 months ago
Winning Cores in Parity Games
Whether parity games can be solved by a polynomial-time algorithm is a well-studied problem which has not yet been resolved. In this talk we propose a new direction for approachin...
Steen Vester