arXiv:1711.04291v2 [stat.ML] 15 NovScale out for large minibatch SGD: Residual network training on ImageNet-1K with improved accuracy and reduced time to train Valeriu Codreanu

Source URL: arxiv.org

• Artificial neural networks
• Computational neuroscience
• Computing
• Applied mathematics
• Artificial intelligence
• Databases
• ImageNet
• Convolutional neural network
• Skylake
• Scalability
• Deep learning
• Ensemble learning

Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes Takuya Akiba Preferred Networks, Inc.

Source URL: www.preferred-networks.jp

ImageNet Classification with Deep Convolutional Neural Networks Alex Krizhevsky University of Toronto

Source URL: www.cs.toronto.edu

ImageNet is the new MNIST Chris Ying Research SWE @ Google Brain g.co/brain on behalf of many people across Google

Source URL: supercomputersfordl2017.github.io

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek University of Amsterdam ABSTRACT

Source URL: isis-data.science.uva.nl

arXiv:1603.05279v4 [cs.CV] 2 AugXNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

Source URL: pdfs.semanticscholar.org

arXiv:1603.05279v4 [cs.CV] 2 AugXNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

Source URL: arxiv.org

ImageNet: A Large-Scale Hierarchical Image Database Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li and Li Fei-Fei Dept. of Computer Science, Princeton University, USA {jiadeng, wdong, rsocher, jial, li, feifeili}@

Source URL: wordnet.cs.princeton.edu

XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari† , Vicente Ordonez† , Joseph Redmon∗ , Ali Farhadi†∗ Allen Institute for AI† , University of Washington∗ {moha

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

Visual and Semantic Similarity in ImageNet Thomas Deselaers1,2 and Vittorio Ferrari1 2 1

Source URL: thomas.deselaers.de

• Artificial intelligence
• Computer vision
• Vision
• Computational linguistics
• ImageNet
• Semantics
• Image processing
• Semantic similarity
• WordNet
• Prototype theory
• One-shot learning
• Visual descriptor