Computer Vision for Autonomous Vehicles: Problems, Datasets and State-of-the-Art

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

What Does Classifying More Than 10,000 Image Categories Tell Us?

Lecture Notes in Computer Science - 2010 via Local CrossRef

Keywords:

Lecture Notes in Computer Science - 2010 via Local CrossRef

Keywords:

Early Stopping without a Validation Set

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

Statistical Comparisons of Classifiers over Multiple Data Sets

JMLR.org J. Mach. Learn. Res. - 2006 via Local Bibsonomy

Keywords: significance, testing, prediction, classification

JMLR.org J. Mach. Learn. Res. - 2006 via Local Bibsonomy

Keywords: significance, testing, prediction, classification

Approximate Statistical Test For Comparing Supervised Classification Learning Algorithms

Neural Computation Journal - 1998 via Local Bibsonomy

Keywords: dblp

Neural Computation Journal - 1998 via Local Bibsonomy

Keywords: dblp

On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach

Data Min. Knowl. Discov. - 1997 via Local Bibsonomy

Keywords: dblp

Data Min. Knowl. Discov. - 1997 via Local Bibsonomy

Keywords: dblp

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks

arXiv e-Print archive - 2013 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2013 via Local arXiv

Keywords: cs.CV

Convolutional Neural Fabrics

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG, cs.NE

Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.CL, cs.NE, stat.ML

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.CL, cs.NE, stat.ML

Designing Neural Network Architectures using Reinforcement Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

Universal representations:The missing link between faces, text, planktons, and cat breeds

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV, stat.ML

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV, stat.ML

The Mythos of Model Interpretability

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, cs.NE, stat.ML

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, cs.CV, cs.NE, stat.ML

DelugeNets: Deep Networks with Massive and Flexible Cross-layer Information Inflows

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG, cs.NE

Neural Architecture Search with Reinforcement Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, cs.NE

Evolving Neural Network through Augmenting Topologies

Evolutionary Computation - 2002 via Local Bibsonomy

Keywords: genetic, neat, networks, hyperneat

Evolutionary Computation - 2002 via Local Bibsonomy

Keywords: genetic, neat, networks, hyperneat

Doubly Convolutional Neural Networks

Neural Information Processing Systems Conference - 2016 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2016 via Local Bibsonomy

Keywords: dblp

Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, 68T45

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, 68T45

Visualizing and Comparing Convolutional Neural Networks

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2014 via Local Bibsonomy

Keywords: dblp

Understanding deep learning requires rethinking generalization

arXiv e-Print archive - 2016 via Local arXiv

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

The Cascade-Correlation Learning Architecture

Neural Information Processing Systems Conference - 1989 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 1989 via Local Bibsonomy

Keywords: dblp

Dynamic Node Creation in Backpropagation Networks

Connection Science - 1989 via Local Bibsonomy

Keywords: nn

Connection Science - 1989 via Local Bibsonomy

Keywords: nn

Meiosis Networks

Neural Information Processing Systems Conference - 1989 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 1989 via Local Bibsonomy

Keywords: dblp

Language Modeling with Gated Convolutional Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Learning both Weights and Connections for Efficient Neural Networks

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.NE, cs.CV, cs.LG

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.NE, cs.CV, cs.LG

Second Order Derivatives for Network Pruning: Optimal Brain Surgeon

Neural Information Processing Systems Conference - 1992 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 1992 via Local Bibsonomy

Keywords: dblp

Optimal Brain Damage

Neural Information Processing Systems Conference - 1989 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 1989 via Local Bibsonomy

Keywords: dblp

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

arXiv e-Print archive - 2014 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2014 via Local arXiv

Keywords: cs.CV

"Why Should I Trust You?": Explaining the Predictions of Any Classifier

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, stat.ML

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, stat.ML

Neural networks with differentiable structure

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE

Striving for Simplicity: The All Convolutional Net

arXiv e-Print archive - 2014 via Local arXiv

Keywords: cs.LG, cs.CV, cs.NE

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arXiv e-Print archive - 2014 via Local arXiv

Keywords: cs.LG, cs.CV, cs.NE

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

arXiv e-Print archive - 2015 via Local arXiv

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG

Dropout: a simple way to prevent neural networks from overfitting

Journal of Machine Learning Research - 2014 via Local Bibsonomy

Keywords: dblp

Journal of Machine Learning Research - 2014 via Local Bibsonomy

Keywords: dblp

An empirical analysis of dropout in piecewise linear networks

arXiv e-Print archive - 2013 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

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arXiv e-Print archive - 2013 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

Towards Dropout Training for Convolutional Neural Networks

arXiv e-Print archive - 2015 via Local arXiv

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.CV, cs.NE

A Theoretical Analysis of Feature Pooling in Visual Recognition

International Conference on Machine Learning - 2010 via Local Bibsonomy

Keywords: dblp

International Conference on Machine Learning - 2010 via Local Bibsonomy

Keywords: dblp

Visualizing and Understanding Convolutional Networks

arXiv e-Print archive - 2013 via Local Bibsonomy

Keywords: cnn, deeplearning

arXiv e-Print archive - 2013 via Local Bibsonomy

Keywords: cnn, deeplearning

FaceNet: A Unified Embedding for Face Recognition and Clustering

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV

Improving neural networks by preventing co-adaptation of feature detectors

arXiv e-Print archive - 2012 via Local arXiv

Keywords: cs.NE, cs.CV, cs.LG

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arXiv e-Print archive - 2012 via Local arXiv

Keywords: cs.NE, cs.CV, cs.LG

Neocognitron: A self-organizing neural network model for a mechanish of pattern recognition unaffected by shifts in position

Biological Cybernetics - 1980 via Local Bibsonomy

Keywords: deep, neural, learning, fukushima, neocognitron, networks

Biological Cybernetics - 1980 via Local Bibsonomy

Keywords: deep, neural, learning, fukushima, neocognitron, networks

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <1MB model size

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Fully Convolutional Networks for Semantic Segmentation

arXiv e-Print archive - 2014 via Local arXiv

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arXiv e-Print archive - 2014 via Local arXiv

Keywords: cs.CV

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

Conference and Computer Vision and Pattern Recognition - 2014 via Local Bibsonomy

Keywords: dblp

Conference and Computer Vision and Pattern Recognition - 2014 via Local Bibsonomy

Keywords: dblp

Understanding the difficulty of training deep feedforward neural networks

Journal of Machine Learning Research - 2010 via Local Bibsonomy

Keywords: dblp

Journal of Machine Learning Research - 2010 via Local Bibsonomy

Keywords: dblp

MetaCost: A General Method for Making Classifiers Cost-Sensitive

ACM KDD - 1999 via Local Bibsonomy

Keywords: dblp

ACM KDD - 1999 via Local Bibsonomy

Keywords: dblp

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Conference and Computer Vision and Pattern Recognition - 2014 via Local Bibsonomy

Keywords: dblp

Conference and Computer Vision and Pattern Recognition - 2014 via Local Bibsonomy

Keywords: dblp

Deep Neural Networks for Object Detection

Neural Information Processing Systems Conference - 2013 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2013 via Local Bibsonomy

Keywords: dblp

Imagenet classification with deep convolutional neural networks

Advances in neural information processing systems - 2012 via Local Bibsonomy

Keywords: image, imagenet, thema:deepwalk, classification

Advances in neural information processing systems - 2012 via Local Bibsonomy

Keywords: image, imagenet, thema:deepwalk, classification

Deep Residual Learning for Image Recognition

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

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