RNN和LSTM相关资料汇总

RNN资源博客 Recurrent Neural Network的经典论文、代码、课件、博士论文和应用汇总

http://www.jianshu.com/p/54649dad0d30

Image Captioning

Deep Visual-Semantic Alignments for Generating Image Descriptions

http://cs.stanford.edu/people/karpathy/deepimagesent/

Action recognition

Du, Yong, Wei Wang, and Liang Wang. “Hierarchical recurrent neural network for skeleton based action recognition.” Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015.

Action detection

Yeung, Serena, et al. “End-to-end Learning of Action Detection from Frame Glimpses in Videos.” arXiv preprint arXiv:1511.06984 (2015).

Object detection

Ba, Jimmy, Volodymyr Mnih, and Koray Kavukcuoglu. “Multiple object recognition with visual attention.” arXiv preprint arXiv:1412.7755 (2014).

Image caption

Vinyals, Oriol, et al. “Show and tell: A neural image caption generator.”Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015.

Video caption

Donahue, Jeffrey, et al. “Long-term recurrent convolutional networks for visual recognition and description.” Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015.