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Deep Neural Networks

  • 神经网络有什么理论支持?
  • Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
  • The Limitations of Deep Learning for Vision and How We Might Fix Them Translation
  • 除了深度学习,机器学习领域近年来还有什么热点吗?
  • Utility data annotation with Amazon Mechanical Turk - CVPR Workshop 2008
  • The Multidimensional Wisdom of Crowds - NIPS 2010
  • From Large Scale Image Categorization to Entry- Level Categories - ICCV 2013
  • Microsoft COCO: Common Objects in Context - ECCV 2014
  • ImageNet: A Large-Scale Hierarchical Image Database - CVPR 2009
  • Boundary Detection Benchmarking: Beyond F-Measures - CVPR 2013
  • The secrets of salient object segmentation - CVPR 2014
  • A Database of Human Segmented Natural Images and its Application to Evaluating Segmentation Algorithms and Measuring Ecological Statistics - ICCV 2001
  • Frequency-tuned Salient Region Detection - CVPR 2009
  • ImageNet Classification with Deep Convolutional Neural Networks - NIPS 2012

Robust Learning

  • Robust Learning from Demonstration Using Leveraged Gaussian Processes and Sparse-Constrained Optimization

Collection

  • Artificial Intelligence
  • Machine Learning
    • K-nearest Neighbors
    • Markov Chain
  • Deep Neural Networks
    • Perceptron
    • Backpropagation
    • Gradient Descent Optimization
    • Convolutional Neural Network
    • Recurrent Neural Network
    • Sequence to Sequence
    • Attention
    • Transfer Learning
    • Learned Data Structures
    • Deep Learning Applications
  • Frameworks and Examples
    • Deep Learning Frameworks
    • Open Source Learning Modules
    • Datasets
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News
  • 2019 Apr 04 - Paper Discussion 04/04/2019
  • 2019 Mar 28 - Paper Discussion 03/28/2019
  • 2019 Mar 14 - Paper Discussion 03/21/2019
  • 2019 Mar 07 - Paper Discussion 03/14/2019
  • 2019 Feb 26 - Paper Discussion 03/07/2019
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