image-video-classification.md

ImageNet Classification

• Microsoft (Deep Residual Learning) [Paper][Slide]
  • Deep Residual Learning for Image Recognition, arXiv:1512.03385.
• Microsoft (PReLu/Weight Initialization) [Paper]
  • Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification, arXiv:1502.01852.
• Batch Normalization [Paper]
  • Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift, arXiv:1502.03167.
• GoogLeNet, CVPR, 2015. [Paper]
• VGG-Net [Web] [Paper]
  • Very Deep Convolutional Networks for Large-Scale Visual Recognition, ICLR, 2015.
• AlexNet [Paper]
  • ImageNet Classification with Deep Convolutional Neural Networks, NIPS, 2012.

Video Classification

• "Delving Deeper into Convolutional Networks for Learning Video Representations", ICLR 2016. [Paper]
• "Deep Multi Scale Video Prediction Beyond Mean Square Error", ICLR 2016. [Paper]