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CORR
2016
Springer
69views Education» more  CORR 2016»
8 years 8 months ago
An Iterative Deep Learning Framework for Unsupervised Discovery of Speech Features and Linguistic Units with Applications on Spo
In this work we aim to discover high quality speech features and linguistic units directly from unlabeled speech data in a zero resource scenario. The results are evaluated using ...
Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Ch...
CORR
2016
Springer
44views Education» more  CORR 2016»
8 years 8 months ago
The DARPA Twitter Bot Challenge
A number of organizations ranging from terrorist groups such as ISIS to politicians and nation states reportedly conduct explicit campaigns to influence opinion on social media, p...
V. S. Subrahmanian, Amos Azaria, Skylar Durst, Vad...
CORR
2016
Springer
69views Education» more  CORR 2016»
8 years 8 months ago
Fast and Robust Hand Tracking Using Detection-Guided Optimization
Markerless tracking of hands and fingers is a promising enabler for human-computer interaction. However, adoption has been limited because of tracking inaccuracies, incomplete co...
Srinath Sridhar 0002, Franziska Mueller, Antti Oul...
CORR
2016
Springer
61views Education» more  CORR 2016»
8 years 8 months ago
Towards reducing the multidimensionality of OLAP cubes using the Evolutionary Algorithms and Factor Analysis Methods
Data Warehouses are structures with large amount of data collected from heterogeneous sources to be used in a decision support system. Data Warehouses analysis identifies hidden p...
Sami Naouali, Semeh Ben Salem
CORR
2016
Springer
112views Education» more  CORR 2016»
8 years 8 months ago
Channel Covariance Estimation in Massive MIMO Frequency Division Duplex Systems
Abstract—Channel covariance is emerging as a critical ingredient of the acquisition of instantaneous channel state information (CSI) in multi-user Massive MIMO systems operating ...
Alexis Decurninge, Maxime Guillaud, Dirk T. M. Slo...
CORR
2016
Springer
63views Education» more  CORR 2016»
8 years 8 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
CORR
2016
Springer
150views Education» more  CORR 2016»
8 years 8 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
CORR
2016
Springer
59views Education» more  CORR 2016»
8 years 8 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, ...
CORR
2016
Springer
56views Education» more  CORR 2016»
8 years 8 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»
8 years 8 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