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Automatic Flocking Manipulation of Micro Particles with Robot-Tweezers TechnologiesFlocking of micro-scaled particles, attracts increasing attention especially in cell engineering and drug industry, due to its potential application for ...
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Learning Mallows Models with Pairwise PreferencesLearning preference distributions is a key problem in many areas (e.g., recommender systems, IR, social choice). However, existing methods require ...
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Recognition Using Visual PhrasesIn this paper we introduce visual phrases, complex visual composites like “a person riding a horseâ€. Visual phrases often display ...
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A Functional Adhesive Robot Skin with Integrated Micro Rubber Suction Cups
The goal of this research is to develop an functional adhesive robot skin with micro suction cups realizing two new ...
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Machine Learning in Google GogglesMachine Learning in Google Goggles
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L1 Covering Numbers for Uniformly Bounded Convex Functions
In this paper we study the covering numbers of the space of convex and uniformly bounded functions in multi-dimension. We ...
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Polynomial Learning of Distribution FamiliesThe question of polynomial learnability of probability distributions, particularly Gaussian mixture distributions, has recently received significant attention in theoretical computer ...
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Machine Learning in Google Goggles
Machine Learning in Google Goggles
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Scaling Deep LearningWe have recently started investigating how to scale deep learning techniques to much larger models in an effort to improve ...
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Embracing Uncertainty: Applied Machine Learning Comes of AgeICML 2011 Keynote talk with title "Embracing Uncertainty: Applied Machine Learning Comes of Age".
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Recognition Using Visual Phrases
In this paper we introduce visual phrases, complex visual composites like “a person riding a horseâ€. Visual phrases often display ...
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IntroductionCourse introduction.
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Keynote: Power, Programmability, and Granularity: The Challenges of ExaScale ComputingReaching an ExaScale computer by the end of the decade, and enabling the continued performance scaling of smaller systems requires ...
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Evolutionary dynamics of competition and cooperationEvolutionary dynamics of competition and cooperation
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Real-time Human Pose Recognition in Parts from Single Depth ImagesWe propose a new method to quickly and accurately predict 3D positions of body joints from a single depth image, ...
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