Text Recognition

• Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition paper
• Deep LSTM Networks for Online Chinese Handwriting Recognition 2016 ICFHR
• Convolution Multi-directional Recurrent Network for Offline Handwritten Text Recognition 2016 ICFHR
• Sequence to Sequence Learning with Neural Networks paper
• Deep Neural Network based Hidden Markov Model for Offline Handwritten Chinese Text Recognition paper
• Scene Text Script Identification with Convolutional Recurrent Neural Networks paper
• A Simple Way to Initialize Recurrent Networks of Rectified Linear Units paper Google paper，强烈推荐
• Generating Sequences With Recurrent Neural Networks paper Alex论文，RNN入门首选
• Recurrent Neural Network Regularization paper 就是说一下怎么在RNN中应用Dropout
• Recurrent Batch Normalization paper RNN中应用normalization效果好

Style Transfer

• A learned representation for artistic style, okt 2016, Google, arxiv, demo
• Fast Style Transfer in TensorFlow, github 使用Tensorflow来做，最好提前下好VGG模型
• https://arxiv.org/abs/1508.06576
• https://arxiv.org/abs/1607.08022
• https://cs.stanford.edu/people/jcjohns/eccv16/

Object Recognition

• Learning to Make Better Mistakes: Semantics-aware Visual Food Recognition, okt 2016, IBM, paper
• T-CNN: Tubelets with Convolutional Neural Networks for Object Detection from Videos, aug 2016, github, arxiv
• Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning, aug 2016, Google, arxiv
• Residual Networks of Residual Networks: Multilevel Residual Networks, aug 2016, arxiv
• Training Region-based Object Detectors with Online Hard Example Mining, apr 2016, Facebook, arxiv
• Deep Residual Learning for Image Recognition, dec 2015, arxiv
• SSD: Single Shot MultiBox Detector, dec 2015, Google, github, arxiv
• ParseNet: Looking Wider to See Better, jun 2015, arxiv
• You Only Look Once: Unified, Real-Time Object Detection, jun 2015, Facebook, arxiv
• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks, jun 2015, Microsoft/Facebook arxiv
• Selective Search for Object Recognition, 2012, paper
• Rich feature hierarchies for accurate object detection and semantic segmentation, 2014, paper