Parametrizing the easiness of machine learning problems Sanjoy Dasgupta, UC San Diego Outline

Source URL: www.phillong.info

(Brief) Introduction to (Selected Aspects of) Natural Language Processing and Machine Learning Jaromir Savelka and Matthias Grabmair Intelligent Systems Program University of Pittsburgh

Source URL: people.cs.pitt.edu

• Computational linguistics
• Machine learning
• Natural language processing
• Speech recognition
• Artificial intelligence
• Statistical classification
• Cognition
• Cognitive science
• Outline of natural language processing

A Task-Oriented Approach for Cost-sensitive Recognition Roozbeh Mottaghi1 Hannaneh Hajishirzi2 Ali Farhadi1,2 1 Allen Institute for Artificial Intelligence

Source URL: ai2-website.s3.amazonaws.com

• Machine learning
• Cognitive science
• Cognition
• Neuropsychology
• Image segmentation
• Biclustering
• Feature learning
• Attention
• Feature selection
• Clothes iron
• Outline of object recognition
• Statistical classification

Deep Learning and Structural Kernels for Semantic Inference: Question Answering Applications to Formal Text and Web Forums

Source URL: www.dialog-21.ru

• Computational linguistics
• Natural language processing
• Machine learning
• Artificial neural networks
• Deep learning
• Word2vec
• Question answering
• Textual entailment
• Outline of natural language processing
• Word embedding

Class Generative Models based on Feature Regression for Pose Estimation of Object Categories Michele Fenzi, Laura Leal-Taixé, Bodo Rosenhahn, Jörn Ostermann Institute for Information Processing (TNT), Leibniz Universit

Source URL: www.tnt.uni-hannover.de

• Artificial intelligence
• Statistics
• Computer vision
• Robot control
• Econometrics
• Machine learning
• 3D single-object recognition
• Outline of object recognition
• Pose
• Cross-validation
• Regression analysis

Recognizing Actions from Still Images Nazli Ikizler, R. Gokberk Cinbis, Selen Pehlivan and Pinar Duygulu Bilkent University, Dept of Computer Engineering, 06800, Ankara, Turkey {inazli, cinbis, pselen, duygulu}@bilkent.e

Source URL: web.cs.hacettepe.edu.tr

• Formal sciences
• Artificial intelligence
• Science and technology
• Vision
• Image processing
• Computational neuroscience
• Machine learning
• Feature detection
• Histogram of oriented gradients
• Outline of object recognition
• Conference on Computer Vision and Pattern Recognition
• Computer vision

Fast R-CNN Ross Girshick Microsoft Research arXiv:1504.08083v2 [cs.CV] 27 Sep 2015

Source URL: arxiv.org

• Computational neuroscience
• Artificial neural networks
• Applied mathematics
• Cybernetics
• Cognitive science
• Computer vision
• Convolutional neural network
• Machine learning
• CNN
• Artificial intelligence
• Outline of object recognition
• Image segmentation

NPTEL Syllabus NOC:Introduction to Machine Learning - Video course COURSE OUTLINE With the increased availability of data from varied sources there has been increasing

Source URL: nptel.ac.in

Human Action Recognition by Learning Bases of Action Attributes and Parts Bangpeng Yao1 , Xiaoye Jiang2 , Aditya Khosla1 , Andy Lai Lin3 , Leonidas Guibas1 , and Li Fei-Fei1 1 2

Source URL: geometry.stanford.edu

• Science and technology
• Mathematics
• Conference on Computer Vision and Pattern Recognition
• Academia
• Sparse approximation
• Attribute
• Machine learning
• Outline of object recognition
• Compressed sensing

1 Efficient Data Association in Images using Active Matching Margarita Chli and Andrew J. Davison {mchli, ajd}@doc.ic.ac.uk

Source URL: www.margaritachli.com

• Artificial intelligence
• Machine learning
• Video processing
• Image processing
• Signal processing
• Learning
• Template matching
• Outline of object recognition
• Mixture model
• Motion estimation
• Pattern recognition
• Video tracking